app_test

Dataset statistics

Number of variables	121
Number of observations	48744
Missing cells	1404419
Missing cells (%)	23.8%
Total size in memory	85.9 MiB
Average record size in memory	1.8 KiB

Variable types

Numeric	105
Categorical	16

Warnings

`FLAG_DOCUMENT_2` has constant value "0"	Constant
`FLAG_DOCUMENT_10` has constant value "0"	Constant
`FLAG_DOCUMENT_12` has constant value "0"	Constant
`FLAG_DOCUMENT_13` has constant value "0"	Constant
`FLAG_DOCUMENT_14` has constant value "0"	Constant
`FLAG_DOCUMENT_15` has constant value "0"	Constant
`FLAG_DOCUMENT_16` has constant value "0"	Constant
`FLAG_DOCUMENT_17` has constant value "0"	Constant
`FLAG_DOCUMENT_19` has constant value "0"	Constant
`FLAG_DOCUMENT_20` has constant value "0"	Constant
`FLAG_DOCUMENT_21` has constant value "0"	Constant
`ORGANIZATION_TYPE` has a high cardinality: 58 distinct values	High cardinality
`NAME_TYPE_SUITE` has 911 (1.9%) missing values	Missing
`OWN_CAR_AGE` has 32312 (66.3%) missing values	Missing
`OCCUPATION_TYPE` has 15605 (32.0%) missing values	Missing
`EXT_SOURCE_1` has 20532 (42.1%) missing values	Missing
`EXT_SOURCE_3` has 8668 (17.8%) missing values	Missing
`APARTMENTS_AVG` has 23887 (49.0%) missing values	Missing
`BASEMENTAREA_AVG` has 27641 (56.7%) missing values	Missing
`YEARS_BEGINEXPLUATATION_AVG` has 22856 (46.9%) missing values	Missing
`YEARS_BUILD_AVG` has 31818 (65.3%) missing values	Missing
`COMMONAREA_AVG` has 33495 (68.7%) missing values	Missing
`ELEVATORS_AVG` has 25189 (51.7%) missing values	Missing
`ENTRANCES_AVG` has 23579 (48.4%) missing values	Missing
`FLOORSMAX_AVG` has 23321 (47.8%) missing values	Missing
`FLOORSMIN_AVG` has 32466 (66.6%) missing values	Missing
`LANDAREA_AVG` has 28254 (58.0%) missing values	Missing
`LIVINGAPARTMENTS_AVG` has 32780 (67.2%) missing values	Missing
`LIVINGAREA_AVG` has 23552 (48.3%) missing values	Missing
`NONLIVINGAPARTMENTS_AVG` has 33347 (68.4%) missing values	Missing
`NONLIVINGAREA_AVG` has 26084 (53.5%) missing values	Missing
`APARTMENTS_MODE` has 23887 (49.0%) missing values	Missing
`BASEMENTAREA_MODE` has 27641 (56.7%) missing values	Missing
`YEARS_BEGINEXPLUATATION_MODE` has 22856 (46.9%) missing values	Missing
`YEARS_BUILD_MODE` has 31818 (65.3%) missing values	Missing
`COMMONAREA_MODE` has 33495 (68.7%) missing values	Missing
`ELEVATORS_MODE` has 25189 (51.7%) missing values	Missing
`ENTRANCES_MODE` has 23579 (48.4%) missing values	Missing
`FLOORSMAX_MODE` has 23321 (47.8%) missing values	Missing
`FLOORSMIN_MODE` has 32466 (66.6%) missing values	Missing
`LANDAREA_MODE` has 28254 (58.0%) missing values	Missing
`LIVINGAPARTMENTS_MODE` has 32780 (67.2%) missing values	Missing
`LIVINGAREA_MODE` has 23552 (48.3%) missing values	Missing
`NONLIVINGAPARTMENTS_MODE` has 33347 (68.4%) missing values	Missing
`NONLIVINGAREA_MODE` has 26084 (53.5%) missing values	Missing
`APARTMENTS_MEDI` has 23887 (49.0%) missing values	Missing
`BASEMENTAREA_MEDI` has 27641 (56.7%) missing values	Missing
`YEARS_BEGINEXPLUATATION_MEDI` has 22856 (46.9%) missing values	Missing
`YEARS_BUILD_MEDI` has 31818 (65.3%) missing values	Missing
`COMMONAREA_MEDI` has 33495 (68.7%) missing values	Missing
`ELEVATORS_MEDI` has 25189 (51.7%) missing values	Missing
`ENTRANCES_MEDI` has 23579 (48.4%) missing values	Missing
`FLOORSMAX_MEDI` has 23321 (47.8%) missing values	Missing
`FLOORSMIN_MEDI` has 32466 (66.6%) missing values	Missing
`LANDAREA_MEDI` has 28254 (58.0%) missing values	Missing
`LIVINGAPARTMENTS_MEDI` has 32780 (67.2%) missing values	Missing
`LIVINGAREA_MEDI` has 23552 (48.3%) missing values	Missing
`NONLIVINGAPARTMENTS_MEDI` has 33347 (68.4%) missing values	Missing
`NONLIVINGAREA_MEDI` has 26084 (53.5%) missing values	Missing
`FONDKAPREMONT_MODE` has 32797 (67.3%) missing values	Missing
`HOUSETYPE_MODE` has 23619 (48.5%) missing values	Missing
`TOTALAREA_MODE` has 22624 (46.4%) missing values	Missing
`WALLSMATERIAL_MODE` has 23893 (49.0%) missing values	Missing
`EMERGENCYSTATE_MODE` has 22209 (45.6%) missing values	Missing
`AMT_REQ_CREDIT_BUREAU_HOUR` has 6049 (12.4%) missing values	Missing
`AMT_REQ_CREDIT_BUREAU_DAY` has 6049 (12.4%) missing values	Missing
`AMT_REQ_CREDIT_BUREAU_WEEK` has 6049 (12.4%) missing values	Missing
`AMT_REQ_CREDIT_BUREAU_MON` has 6049 (12.4%) missing values	Missing
`AMT_REQ_CREDIT_BUREAU_QRT` has 6049 (12.4%) missing values	Missing
`AMT_REQ_CREDIT_BUREAU_YEAR` has 6049 (12.4%) missing values	Missing
`FLAG_MOBIL` is highly skewed (γ1 = -220.7804339)	Skewed
`FLAG_CONT_MOBILE` is highly skewed (γ1 = -24.93918521)	Skewed
`OBS_30_CNT_SOCIAL_CIRCLE` is highly skewed (γ1 = 57.63848859)	Skewed
`DEF_30_CNT_SOCIAL_CIRCLE` is highly skewed (γ1 = 20.00311186)	Skewed
`OBS_60_CNT_SOCIAL_CIRCLE` is highly skewed (γ1 = 57.35158046)	Skewed
`FLAG_DOCUMENT_4` is highly skewed (γ1 = 98.72385705)	Skewed
`FLAG_DOCUMENT_7` is highly skewed (γ1 = 156.1105376)	Skewed
`FLAG_DOCUMENT_11` is highly skewed (γ1 = 29.19266201)	Skewed
`FLAG_DOCUMENT_18` is highly skewed (γ1 = 25.26676224)	Skewed
`AMT_REQ_CREDIT_BUREAU_HOUR` is highly skewed (γ1 = 22.41308502)	Skewed
`AMT_REQ_CREDIT_BUREAU_DAY` is highly skewed (γ1 = 28.27383828)	Skewed
`AMT_REQ_CREDIT_BUREAU_WEEK` is highly skewed (γ1 = 20.18227107)	Skewed
`SK_ID_CURR` has unique values	Unique
`CNT_CHILDREN` has 34685 (71.2%) zeros	Zeros
`FLAG_EMP_PHONE` has 9275 (19.0%) zeros	Zeros
`FLAG_WORK_PHONE` has 38766 (79.5%) zeros	Zeros
`FLAG_PHONE` has 35918 (73.7%) zeros	Zeros
`FLAG_EMAIL` has 40816 (83.7%) zeros	Zeros
`REG_REGION_NOT_LIVE_REGION` has 47826 (98.1%) zeros	Zeros
`REG_REGION_NOT_WORK_REGION` has 46055 (94.5%) zeros	Zeros
`LIVE_REGION_NOT_WORK_REGION` has 46695 (95.8%) zeros	Zeros
`REG_CITY_NOT_LIVE_CITY` has 44968 (92.3%) zeros	Zeros
`REG_CITY_NOT_WORK_CITY` has 37793 (77.5%) zeros	Zeros
`LIVE_CITY_NOT_WORK_CITY` has 40252 (82.6%) zeros	Zeros
`BASEMENTAREA_AVG` has 2241 (4.6%) zeros	Zeros
`COMMONAREA_AVG` has 1373 (2.8%) zeros	Zeros
`ELEVATORS_AVG` has 13467 (27.6%) zeros	Zeros
`LANDAREA_AVG` has 2656 (5.4%) zeros	Zeros
`NONLIVINGAPARTMENTS_AVG` has 8815 (18.1%) zeros	Zeros
`NONLIVINGAREA_AVG` has 9469 (19.4%) zeros	Zeros
`BASEMENTAREA_MODE` has 2558 (5.2%) zeros	Zeros
`COMMONAREA_MODE` has 1604 (3.3%) zeros	Zeros
`ELEVATORS_MODE` has 14170 (29.1%) zeros	Zeros
`FLOORSMAX_MODE` has 511 (1.0%) zeros	Zeros
`LANDAREA_MODE` has 2971 (6.1%) zeros	Zeros
`NONLIVINGAPARTMENTS_MODE` has 9638 (19.8%) zeros	Zeros
`NONLIVINGAREA_MODE` has 10922 (22.4%) zeros	Zeros
`BASEMENTAREA_MEDI` has 2279 (4.7%) zeros	Zeros
`COMMONAREA_MEDI` has 1425 (2.9%) zeros	Zeros
`ELEVATORS_MEDI` has 13738 (28.2%) zeros	Zeros
`LANDAREA_MEDI` has 2708 (5.6%) zeros	Zeros
`NONLIVINGAPARTMENTS_MEDI` has 9117 (18.7%) zeros	Zeros
`NONLIVINGAREA_MEDI` has 9867 (20.2%) zeros	Zeros
`OBS_30_CNT_SOCIAL_CIRCLE` has 26025 (53.4%) zeros	Zeros
`DEF_30_CNT_SOCIAL_CIRCLE` has 43195 (88.6%) zeros	Zeros
`OBS_60_CNT_SOCIAL_CIRCLE` has 26140 (53.6%) zeros	Zeros
`DEF_60_CNT_SOCIAL_CIRCLE` has 44614 (91.5%) zeros	Zeros
`DAYS_LAST_PHONE_CHANGE` has 5801 (11.9%) zeros	Zeros
`FLAG_DOCUMENT_2` has 48744 (100.0%) zeros	Zeros
`FLAG_DOCUMENT_3` has 10401 (21.3%) zeros	Zeros
`FLAG_DOCUMENT_4` has 48739 (> 99.9%) zeros	Zeros
`FLAG_DOCUMENT_5` has 48025 (98.5%) zeros	Zeros
`FLAG_DOCUMENT_6` has 44480 (91.3%) zeros	Zeros
`FLAG_DOCUMENT_7` has 48742 (> 99.9%) zeros	Zeros
`FLAG_DOCUMENT_8` has 44432 (91.2%) zeros	Zeros
`FLAG_DOCUMENT_9` has 48525 (99.6%) zeros	Zeros
`FLAG_DOCUMENT_10` has 48744 (100.0%) zeros	Zeros
`FLAG_DOCUMENT_11` has 48687 (99.9%) zeros	Zeros
`FLAG_DOCUMENT_12` has 48744 (100.0%) zeros	Zeros
`FLAG_DOCUMENT_13` has 48744 (100.0%) zeros	Zeros
`FLAG_DOCUMENT_14` has 48744 (100.0%) zeros	Zeros
`FLAG_DOCUMENT_15` has 48744 (100.0%) zeros	Zeros
`FLAG_DOCUMENT_16` has 48744 (100.0%) zeros	Zeros
`FLAG_DOCUMENT_17` has 48744 (100.0%) zeros	Zeros
`FLAG_DOCUMENT_18` has 48668 (99.8%) zeros	Zeros
`FLAG_DOCUMENT_19` has 48744 (100.0%) zeros	Zeros
`FLAG_DOCUMENT_20` has 48744 (100.0%) zeros	Zeros
`FLAG_DOCUMENT_21` has 48744 (100.0%) zeros	Zeros
`AMT_REQ_CREDIT_BUREAU_HOUR` has 42606 (87.4%) zeros	Zeros
`AMT_REQ_CREDIT_BUREAU_DAY` has 42625 (87.4%) zeros	Zeros
`AMT_REQ_CREDIT_BUREAU_WEEK` has 42579 (87.4%) zeros	Zeros
`AMT_REQ_CREDIT_BUREAU_MON` has 42341 (86.9%) zeros	Zeros
`AMT_REQ_CREDIT_BUREAU_QRT` has 23559 (48.3%) zeros	Zeros
`AMT_REQ_CREDIT_BUREAU_YEAR` has 10839 (22.2%) zeros	Zeros

Reproduction

Analysis started	2021-06-22 16:47:19.634487
Analysis finished	2021-06-22 16:47:23.566368
Duration	3.93 seconds
Software version	pandas-profiling v2.12.0
Download configuration	config.yaml

SK_ID_CURR
Real number (ℝ_≥0)

UNIQUE

Distinct	48744
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	277796.6763

Minimum	100001
Maximum	456250
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	100001
5-th percentile	117044.65
Q1	188557.75
median	277549
Q3	367555.5
95-th percentile	438546.85
Maximum	456250
Range	356249
Interquartile range (IQR)	178997.75

Descriptive statistics

Standard deviation	103169.5473
Coefficient of variation (CV)	0.3713851031
Kurtosis	-1.206293005
Mean	277796.6763
Median Absolute Deviation (MAD)	89492.5
Skewness	0.007559675332
Sum	1.354092119 × 10¹⁰
Variance	1.064395549 × 10¹⁰
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
131072	1	< 0.1%
234556	1	< 0.1%
312077	1	< 0.1%
381711	1	< 0.1%
366909	1	< 0.1%
140049	1	< 0.1%
318025	1	< 0.1%
381412	1	< 0.1%
138006	1	< 0.1%
267031	1	< 0.1%
Other values (48734)	48734	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
100001	1	< 0.1%
100005	1	< 0.1%
100013	1	< 0.1%
100028	1	< 0.1%
100038	1	< 0.1%
100042	1	< 0.1%
100057	1	< 0.1%
100065	1	< 0.1%
100066	1	< 0.1%
100067	1	< 0.1%

Value	Count	Frequency (%)
456250	1	< 0.1%
456224	1	< 0.1%
456223	1	< 0.1%
456222	1	< 0.1%
456221	1	< 0.1%
456202	1	< 0.1%
456189	1	< 0.1%
456170	1	< 0.1%
456169	1	< 0.1%
456168	1	< 0.1%

NAME_CONTRACT_TYPE
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

Cash loans	48305
Revolving loans	439

Characters and Unicode

Total characters	489635
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Cash loans
2nd row	Cash loans
3rd row	Cash loans
4th row	Cash loans
5th row	Cash loans

Value	Count	Frequency (%)
Cash loans	48305	99.1%
Revolving loans	439	0.9%

Value	Count	Frequency (%)
loans	48744	50.0%
cash	48305	49.5%
revolving	439	0.5%

Most occurring characters

Value	Count	Frequency (%)
a	97049	19.8%
s	97049	19.8%
l	49183	10.0%
o	49183	10.0%
n	49183	10.0%
	48744	10.0%
C	48305	9.9%
h	48305	9.9%
v	878	0.2%
R	439	0.1%
Other values (3)	1317	0.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	392147	80.1%
Uppercase Letter	48744	10.0%
Space Separator	48744	10.0%

Most frequent character per category

Value	Count	Frequency (%)
a	97049	24.7%
s	97049	24.7%
l	49183	12.5%
o	49183	12.5%
n	49183	12.5%
h	48305	12.3%
v	878	0.2%
e	439	0.1%
i	439	0.1%
g	439	0.1%

Value	Count	Frequency (%)
C	48305	99.1%
R	439	0.9%

Value	Count	Frequency (%)
	48744	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	440891	90.0%
Common	48744	10.0%

Most frequent character per script

Value	Count	Frequency (%)
a	97049	22.0%
s	97049	22.0%
l	49183	11.2%
o	49183	11.2%
n	49183	11.2%
C	48305	11.0%
h	48305	11.0%
v	878	0.2%
R	439	0.1%
e	439	0.1%
Other values (2)	878	0.2%

Value	Count	Frequency (%)
	48744	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	489635	100.0%

Most frequent character per block

Value	Count	Frequency (%)
a	97049	19.8%
s	97049	19.8%
l	49183	10.0%
o	49183	10.0%
n	49183	10.0%
	48744	10.0%
C	48305	9.9%
h	48305	9.9%
v	878	0.2%
R	439	0.1%
Other values (3)	1317	0.3%

CODE_GENDER
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

F	32678
M	16066

Characters and Unicode

Total characters	48744
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	F
2nd row	M
3rd row	M
4th row	F
5th row	M

Value	Count	Frequency (%)
F	32678	67.0%
M	16066	33.0%

Value	Count	Frequency (%)
f	32678	67.0%
m	16066	33.0%

Most occurring characters

Value	Count	Frequency (%)
F	32678	67.0%
M	16066	33.0%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	48744	100.0%

Most frequent character per category

Value	Count	Frequency (%)
F	32678	67.0%
M	16066	33.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	48744	100.0%

Most frequent character per script

Value	Count	Frequency (%)
F	32678	67.0%
M	16066	33.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	48744	100.0%

Most frequent character per block

Value	Count	Frequency (%)
F	32678	67.0%
M	16066	33.0%

FLAG_OWN_CAR
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

N	32311
Y	16433

Characters and Unicode

Total characters	48744
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	N
2nd row	N
3rd row	Y
4th row	N
5th row	Y

Value	Count	Frequency (%)
N	32311	66.3%
Y	16433	33.7%

Value	Count	Frequency (%)
n	32311	66.3%
y	16433	33.7%

Most occurring characters

Value	Count	Frequency (%)
N	32311	66.3%
Y	16433	33.7%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	48744	100.0%

Most frequent character per category

Value	Count	Frequency (%)
N	32311	66.3%
Y	16433	33.7%

Most occurring scripts

Value	Count	Frequency (%)
Latin	48744	100.0%

Most frequent character per script

Value	Count	Frequency (%)
N	32311	66.3%
Y	16433	33.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	48744	100.0%

Most frequent character per block

Value	Count	Frequency (%)
N	32311	66.3%
Y	16433	33.7%

FLAG_OWN_REALTY
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

Y	33658
N	15086

Characters and Unicode

Total characters	48744
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Y
2nd row	Y
3rd row	Y
4th row	Y
5th row	N

Value	Count	Frequency (%)
Y	33658	69.1%
N	15086	30.9%

Value	Count	Frequency (%)
y	33658	69.1%
n	15086	30.9%

Most occurring characters

Value	Count	Frequency (%)
Y	33658	69.1%
N	15086	30.9%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	48744	100.0%

Most frequent character per category

Value	Count	Frequency (%)
Y	33658	69.1%
N	15086	30.9%

Most occurring scripts

Value	Count	Frequency (%)
Latin	48744	100.0%

Most frequent character per script

Value	Count	Frequency (%)
Y	33658	69.1%
N	15086	30.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	48744	100.0%

Most frequent character per block

Value	Count	Frequency (%)
Y	33658	69.1%
N	15086	30.9%

CNT_CHILDREN
Real number (ℝ_≥0)

ZEROS

Distinct	11
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.3970539964

Minimum	0
Maximum	20
Zeros	34685
Zeros (%)	71.2%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	2
Maximum	20
Range	20
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.7090468313
Coefficient of variation (CV)	1.785769285
Kurtosis	17.63698562
Mean	0.3970539964
Median Absolute Deviation (MAD)	0
Skewness	2.366930429
Sum	19354
Variance	0.5027474089
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
0	34685	71.2%
1	9504	19.5%
2	3949	8.1%
3	535	1.1%
4	49	0.1%
5	12	< 0.1%
6	3	< 0.1%
8	3	< 0.1%
11	2	< 0.1%
7	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	34685	71.2%
1	9504	19.5%
2	3949	8.1%
3	535	1.1%
4	49	0.1%
5	12	< 0.1%
6	3	< 0.1%
7	1	< 0.1%
8	3	< 0.1%
11	2	< 0.1%

Value	Count	Frequency (%)
20	1	< 0.1%
11	2	< 0.1%
8	3	< 0.1%
7	1	< 0.1%
6	3	< 0.1%
5	12	< 0.1%
4	49	0.1%
3	535	1.1%
2	3949	8.1%
1	9504	19.5%

AMT_INCOME_TOTAL
Real number (ℝ_≥0)

Distinct	606
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	178431.8059

Minimum	26941.5
Maximum	4410000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	26941.5
5-th percentile	69367.5
Q1	112500
median	157500
Q3	225000
95-th percentile	360000
Maximum	4410000
Range	4383058.5
Interquartile range (IQR)	112500

Descriptive statistics

Standard deviation	101522.5915
Coefficient of variation (CV)	0.5689713841
Kurtosis	111.2273212
Mean	178431.8059
Median Absolute Deviation (MAD)	45000
Skewness	5.301189283
Sum	8697479945
Variance	1.030683659 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
135000	5562	11.4%
112500	4851	10.0%
157500	4435	9.1%
180000	4205	8.6%
225000	3764	7.7%
202500	3058	6.3%
90000	2944	6.0%
270000	1929	4.0%
67500	1369	2.8%
315000	1085	2.2%
Other values (596)	15542	31.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
26941.5	1	< 0.1%
27000	4	< 0.1%
28350	1	< 0.1%
28575	1	< 0.1%
28800	1	< 0.1%
29250	3	< 0.1%
30150	1	< 0.1%
30600	1	< 0.1%
31500	18	< 0.1%
31990.5	1	< 0.1%

Value	Count	Frequency (%)
4410000	1	< 0.1%
3150000	1	< 0.1%
2700000	1	< 0.1%
2340000	1	< 0.1%
2250000	1	< 0.1%
1912500	1	< 0.1%
1800000	3	< 0.1%
1710000	1	< 0.1%
1575000	2	< 0.1%
1350000	10	< 0.1%

AMT_CREDIT
Real number (ℝ_≥0)

Distinct	2937
Distinct (%)	6.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	516740.4356

Minimum	45000
Maximum	2245500
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	45000
5-th percentile	118512
Q1	260640
median	450000
Q3	675000
95-th percentile	1258650
Maximum	2245500
Range	2200500
Interquartile range (IQR)	414360

Descriptive statistics

Standard deviation	365397.0042
Coefficient of variation (CV)	0.7071190467
Kurtosis	3.342458789
Mean	516740.4356
Median Absolute Deviation (MAD)	199386
Skewness	1.648830985
Sum	2.518799579 × 10¹⁰
Variance	1.335149707 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
450000	2118	4.3%
225000	1836	3.8%
675000	1426	2.9%
360000	839	1.7%
900000	835	1.7%
296280	641	1.3%
135000	629	1.3%
260640	608	1.2%
539100	565	1.2%
270000	492	1.0%
Other values (2927)	38755	79.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
45000	111	0.2%
47970	2	< 0.1%
49500	16	< 0.1%
49752	73	0.1%
52128	161	0.3%
54000	22	< 0.1%
54504	1	< 0.1%
54729	3	< 0.1%
55692	11	< 0.1%
57339	11	< 0.1%

Value	Count	Frequency (%)
2245500	1	< 0.1%
2160000	1	< 0.1%
2156400	62	0.1%
2140227	1	< 0.1%
2129445	1	< 0.1%
2102490	7	< 0.1%
2085120	17	< 0.1%
2064753	1	< 0.1%
2059056	1	< 0.1%
2038203	1	< 0.1%

AMT_ANNUITY
Real number (ℝ_≥0)

Distinct	7491
Distinct (%)	15.4%
Missing	24
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	29426.24021

Minimum	2295
Maximum	180576
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	2295
5-th percentile	9409.5
Q1	17973
median	26199
Q3	37390.5
95-th percentile	58864.5
Maximum	180576
Range	178281
Interquartile range (IQR)	19417.5

Descriptive statistics

Standard deviation	16016.36832
Coefficient of variation (CV)	0.5442886417
Kurtosis	5.009575688
Mean	29426.24021
Median Absolute Deviation (MAD)	9144
Skewness	1.474372305
Sum	1433646423
Variance	256524054
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
27652.5	269	0.6%
30838.5	232	0.5%
23107.5	221	0.5%
22977	220	0.5%
23539.5	186	0.4%
43659	176	0.4%
52452	174	0.4%
35685	172	0.4%
30951	170	0.3%
25578	159	0.3%
Other values (7481)	46741	95.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2295	1	< 0.1%
2425.5	1	< 0.1%
2439	2	< 0.1%
2596.5	1	< 0.1%
2965.5	1	< 0.1%
2979	1	< 0.1%
2983.5	1	< 0.1%
3294	1	< 0.1%
3321	2	< 0.1%
3343.5	1	< 0.1%

Value	Count	Frequency (%)
180576	2	< 0.1%
177826.5	3	< 0.1%
177696	1	< 0.1%
176062.5	2	< 0.1%
173704.5	7	< 0.1%
173574	2	< 0.1%
170968.5	1	< 0.1%
164457	1	< 0.1%
146610	1	< 0.1%
138555	1	< 0.1%

AMT_GOODS_PRICE
Real number (ℝ_≥0)

Distinct	677
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	462618.8405

Minimum	45000
Maximum	2245500
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	45000
5-th percentile	103500
Q1	225000
median	396000
Q3	630000
95-th percentile	1125000
Maximum	2245500
Range	2200500
Interquartile range (IQR)	405000

Descriptive statistics

Standard deviation	336710.215
Coefficient of variation (CV)	0.7278350676
Kurtosis	3.704989983
Mean	462618.8405
Median Absolute Deviation (MAD)	171000
Skewness	1.741483108
Sum	2.254989276 × 10¹⁰
Variance	1.133737689 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
450000	4689	9.6%
225000	4450	9.1%
675000	3472	7.1%
360000	2007	4.1%
900000	1988	4.1%
135000	1573	3.2%
495000	1243	2.6%
270000	1225	2.5%
238500	1090	2.2%
180000	988	2.0%
Other values (667)	26019	53.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
45000	370	0.8%
49500	34	0.1%
54000	98	0.2%
58500	83	0.2%
59377.5	1	< 0.1%
63000	40	0.1%
63180	1	< 0.1%
67045.5	1	< 0.1%
67500	368	0.8%
68179.5	1	< 0.1%

Value	Count	Frequency (%)
2245500	1	< 0.1%
2160000	1	< 0.1%
1800000	730	1.5%
1795500	4	< 0.1%
1791000	1	< 0.1%
1786500	6	< 0.1%
1782000	8	< 0.1%
1777500	7	< 0.1%
1773000	6	< 0.1%
1770430.5	1	< 0.1%

NAME_TYPE_SUITE
Categorical

MISSING

Distinct	7
Distinct (%)	< 0.1%
Missing	911
Missing (%)	1.9%
Memory size	3.2 MiB

Unaccompanied	39727
Family	5881
Spouse, partner	1448
Children	408
Other_B	211
Other values (2)	158

Characters and Unicode

Total characters	579696
Distinct characters	28
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Unaccompanied
2nd row	Unaccompanied
3rd row	Unaccompanied
4th row	Unaccompanied
5th row	Unaccompanied

Value	Count	Frequency (%)
Unaccompanied	39727	81.5%
Family	5881	12.1%
Spouse, partner	1448	3.0%
Children	408	0.8%
Other_B	211	0.4%
Other_A	109	0.2%
Group of people	49	0.1%
(Missing)	911	1.9%

Value	Count	Frequency (%)
unaccompanied	39727	80.5%
family	5881	11.9%
spouse	1448	2.9%
partner	1448	2.9%
children	408	0.8%
other_b	211	0.4%
other_a	109	0.2%
of	49	0.1%
people	49	0.1%
group	49	0.1%

Most occurring characters

Value	Count	Frequency (%)
a	86783	15.0%
n	81310	14.0%
c	79454	13.7%
i	46016	7.9%
m	45608	7.9%
e	43449	7.5%
p	42770	7.4%
o	41322	7.1%
d	40135	6.9%
U	39727	6.9%
Other values (18)	33122	5.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	528229	91.1%
Uppercase Letter	48153	8.3%
Space Separator	1546	0.3%
Other Punctuation	1448	0.2%
Connector Punctuation	320	0.1%

Most frequent character per category

Value	Count	Frequency (%)
a	86783	16.4%
n	81310	15.4%
c	79454	15.0%
i	46016	8.7%
m	45608	8.6%
e	43449	8.2%
p	42770	8.1%
o	41322	7.8%
d	40135	7.6%
l	6338	1.2%
Other values (7)	15044	2.8%

Value	Count	Frequency (%)
U	39727	82.5%
F	5881	12.2%
S	1448	3.0%
C	408	0.8%
O	320	0.7%
B	211	0.4%
A	109	0.2%
G	49	0.1%

Value	Count	Frequency (%)
,	1448	100.0%

Value	Count	Frequency (%)
	1546	100.0%

Value	Count	Frequency (%)
_	320	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	576382	99.4%
Common	3314	0.6%

Most frequent character per script

Value	Count	Frequency (%)
a	86783	15.1%
n	81310	14.1%
c	79454	13.8%
i	46016	8.0%
m	45608	7.9%
e	43449	7.5%
p	42770	7.4%
o	41322	7.2%
d	40135	7.0%
U	39727	6.9%
Other values (15)	29808	5.2%

Value	Count	Frequency (%)
	1546	46.7%
,	1448	43.7%
_	320	9.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	579696	100.0%

Most frequent character per block

Value	Count	Frequency (%)
a	86783	15.0%
n	81310	14.0%
c	79454	13.7%
i	46016	7.9%
m	45608	7.9%
e	43449	7.5%
p	42770	7.4%
o	41322	7.1%
d	40135	6.9%
U	39727	6.9%
Other values (18)	33122	5.7%

NAME_INCOME_TYPE
Categorical

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.2 MiB

Working	24533
Commercial associate	11402
Pensioner	9273
State servant	3532
Student	2
Other values (2)	2

Characters and Unicode

Total characters	529179
Distinct characters	25
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	Working
2nd row	Working
3rd row	Working
4th row	Working
5th row	Working

Value	Count	Frequency (%)
Working	24533	50.3%
Commercial associate	11402	23.4%
Pensioner	9273	19.0%
State servant	3532	7.2%
Student	2	< 0.1%
Businessman	1	< 0.1%
Unemployed	1	< 0.1%

Value	Count	Frequency (%)
working	24533	38.5%
associate	11402	17.9%
commercial	11402	17.9%
pensioner	9273	14.6%
servant	3532	5.5%
state	3532	5.5%
student	2	< 0.1%
unemployed	1	< 0.1%
businessman	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
o	56611	10.7%
i	56611	10.7%
r	48740	9.2%
e	48419	9.1%
n	46616	8.8%
a	41271	7.8%
s	35612	6.7%
W	24533	4.6%
k	24533	4.6%
g	24533	4.6%
Other values (15)	121700	23.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	465501	88.0%
Uppercase Letter	48744	9.2%
Space Separator	14934	2.8%

Most frequent character per category

Value	Count	Frequency (%)
o	56611	12.2%
i	56611	12.2%
r	48740	10.5%
e	48419	10.4%
n	46616	10.0%
a	41271	8.9%
s	35612	7.7%
k	24533	5.3%
g	24533	5.3%
m	22806	4.9%
Other values (8)	59749	12.8%

Value	Count	Frequency (%)
W	24533	50.3%
C	11402	23.4%
P	9273	19.0%
S	3534	7.3%
B	1	< 0.1%
U	1	< 0.1%

Value	Count	Frequency (%)
	14934	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	514245	97.2%
Common	14934	2.8%

Most frequent character per script

Value	Count	Frequency (%)
o	56611	11.0%
i	56611	11.0%
r	48740	9.5%
e	48419	9.4%
n	46616	9.1%
a	41271	8.0%
s	35612	6.9%
W	24533	4.8%
k	24533	4.8%
g	24533	4.8%
Other values (14)	106766	20.8%

Value	Count	Frequency (%)
	14934	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	529179	100.0%

Most frequent character per block

Value	Count	Frequency (%)
o	56611	10.7%
i	56611	10.7%
r	48740	9.2%
e	48419	9.1%
n	46616	8.8%
a	41271	7.8%
s	35612	6.7%
W	24533	4.6%
k	24533	4.6%
g	24533	4.6%
Other values (15)	121700	23.0%

NAME_EDUCATION_TYPE
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.8 MiB

Secondary / secondary special	33988
Higher education	12516
Incomplete higher	1724
Lower secondary	475
Academic degree	41

Characters and Unicode

Total characters	1222956
Distinct characters	25
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Higher education
2nd row	Secondary / secondary special
3rd row	Higher education
4th row	Secondary / secondary special
5th row	Secondary / secondary special

Value	Count	Frequency (%)
Secondary / secondary special	33988	69.7%
Higher education	12516	25.7%
Incomplete higher	1724	3.5%
Lower secondary	475	1.0%
Academic degree	41	0.1%

Value	Count	Frequency (%)
secondary	68451	41.4%
	33988	20.5%
special	33988	20.5%
higher	14240	8.6%
education	12516	7.6%
incomplete	1724	1.0%
lower	475	0.3%
degree	41	< 0.1%
academic	41	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
e	133282	10.9%
c	116761	9.5%
	116720	9.5%
a	114996	9.4%
r	83207	6.8%
o	83166	6.8%
n	82691	6.8%
d	81049	6.6%
y	68451	5.6%
s	68451	5.6%
Other values (15)	274182	22.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1023504	83.7%
Space Separator	116720	9.5%
Uppercase Letter	48744	4.0%
Other Punctuation	33988	2.8%

Most frequent character per category

Value	Count	Frequency (%)
e	133282	13.0%
c	116761	11.4%
a	114996	11.2%
r	83207	8.1%
o	83166	8.1%
n	82691	8.1%
d	81049	7.9%
y	68451	6.7%
s	68451	6.7%
i	60785	5.9%
Other values (8)	130665	12.8%

Value	Count	Frequency (%)
S	33988	69.7%
H	12516	25.7%
I	1724	3.5%
L	475	1.0%
A	41	0.1%

Value	Count	Frequency (%)
	116720	100.0%

Value	Count	Frequency (%)
/	33988	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1072248	87.7%
Common	150708	12.3%

Most frequent character per script

Value	Count	Frequency (%)
e	133282	12.4%
c	116761	10.9%
a	114996	10.7%
r	83207	7.8%
o	83166	7.8%
n	82691	7.7%
d	81049	7.6%
y	68451	6.4%
s	68451	6.4%
i	60785	5.7%
Other values (13)	179409	16.7%

Value	Count	Frequency (%)
	116720	77.4%
/	33988	22.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1222956	100.0%

Most frequent character per block

Value	Count	Frequency (%)
e	133282	10.9%
c	116761	9.5%
	116720	9.5%
a	114996	9.4%
r	83207	6.8%
o	83166	6.8%
n	82691	6.8%
d	81049	6.6%
y	68451	5.6%
s	68451	5.6%
Other values (15)	274182	22.4%

NAME_FAMILY_STATUS
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

Married	32283
Single / not married	7036
Civil marriage	4261
Separated	2955
Widow	2209

Characters and Unicode

Total characters	463995
Distinct characters	20
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Married
2nd row	Married
3rd row	Married
4th row	Married
5th row	Married

Value	Count	Frequency (%)
Married	32283	66.2%
Single / not married	7036	14.4%
Civil marriage	4261	8.7%
Separated	2955	6.1%
Widow	2209	4.5%

Value	Count	Frequency (%)
married	39319	53.1%
	7036	9.5%
single	7036	9.5%
not	7036	9.5%
civil	4261	5.7%
marriage	4261	5.7%
separated	2955	4.0%
widow	2209	3.0%

Most occurring characters

Value	Count	Frequency (%)
r	90115	19.4%
i	61347	13.2%
e	56526	12.2%
a	53751	11.6%
d	44483	9.6%
M	32283	7.0%
	25369	5.5%
n	14072	3.0%
g	11297	2.4%
l	11297	2.4%
Other values (10)	63455	13.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	382846	82.5%
Uppercase Letter	48744	10.5%
Space Separator	25369	5.5%
Other Punctuation	7036	1.5%

Most frequent character per category

Value	Count	Frequency (%)
r	90115	23.5%
i	61347	16.0%
e	56526	14.8%
a	53751	14.0%
d	44483	11.6%
n	14072	3.7%
g	11297	3.0%
l	11297	3.0%
m	11297	3.0%
t	9991	2.6%
Other values (4)	18670	4.9%

Value	Count	Frequency (%)
M	32283	66.2%
S	9991	20.5%
C	4261	8.7%
W	2209	4.5%

Value	Count	Frequency (%)
	25369	100.0%

Value	Count	Frequency (%)
/	7036	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	431590	93.0%
Common	32405	7.0%

Most frequent character per script

Value	Count	Frequency (%)
r	90115	20.9%
i	61347	14.2%
e	56526	13.1%
a	53751	12.5%
d	44483	10.3%
M	32283	7.5%
n	14072	3.3%
g	11297	2.6%
l	11297	2.6%
m	11297	2.6%
Other values (8)	45122	10.5%

Value	Count	Frequency (%)
	25369	78.3%
/	7036	21.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	463995	100.0%

Most frequent character per block

Value	Count	Frequency (%)
r	90115	19.4%
i	61347	13.2%
e	56526	12.2%
a	53751	11.6%
d	44483	9.6%
M	32283	7.0%
	25369	5.5%
n	14072	3.0%
g	11297	2.4%
l	11297	2.4%
Other values (10)	63455	13.7%

NAME_HOUSING_TYPE
Categorical

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.4 MiB

House / apartment	43645
With parents	2234
Municipal apartment	1617
Rented apartment	718
Office apartment	407

Characters and Unicode

Total characters	819341
Distinct characters	25
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	House / apartment
2nd row	House / apartment
3rd row	House / apartment
4th row	House / apartment
5th row	House / apartment

Value	Count	Frequency (%)
House / apartment	43645	89.5%
With parents	2234	4.6%
Municipal apartment	1617	3.3%
Rented apartment	718	1.5%
Office apartment	407	0.8%
Co-op apartment	123	0.3%

Value	Count	Frequency (%)
apartment	46510	33.0%
	43645	30.9%
house	43645	30.9%
parents	2234	1.6%
with	2234	1.6%
municipal	1617	1.1%
rented	718	0.5%
office	407	0.3%
co-op	123	0.1%

Most occurring characters

Value	Count	Frequency (%)
t	98206	12.0%
a	96871	11.8%
e	94232	11.5%
	92389	11.3%
n	51079	6.2%
p	50484	6.2%
r	48744	5.9%
m	46510	5.7%
s	45879	5.6%
u	45262	5.5%
Other values (15)	149685	18.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	634440	77.4%
Space Separator	92389	11.3%
Uppercase Letter	48744	5.9%
Other Punctuation	43645	5.3%
Dash Punctuation	123	< 0.1%

Most frequent character per category

Value	Count	Frequency (%)
t	98206	15.5%
a	96871	15.3%
e	94232	14.9%
n	51079	8.1%
p	50484	8.0%
r	48744	7.7%
m	46510	7.3%
s	45879	7.2%
u	45262	7.1%
o	43891	6.9%
Other values (6)	13282	2.1%

Value	Count	Frequency (%)
H	43645	89.5%
W	2234	4.6%
M	1617	3.3%
R	718	1.5%
O	407	0.8%
C	123	0.3%

Value	Count	Frequency (%)
	92389	100.0%

Value	Count	Frequency (%)
/	43645	100.0%

Value	Count	Frequency (%)
-	123	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	683184	83.4%
Common	136157	16.6%

Most frequent character per script

Value	Count	Frequency (%)
t	98206	14.4%
a	96871	14.2%
e	94232	13.8%
n	51079	7.5%
p	50484	7.4%
r	48744	7.1%
m	46510	6.8%
s	45879	6.7%
u	45262	6.6%
o	43891	6.4%
Other values (12)	62026	9.1%

Value	Count	Frequency (%)
	92389	67.9%
/	43645	32.1%
-	123	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	819341	100.0%

Most frequent character per block

Value	Count	Frequency (%)
t	98206	12.0%
a	96871	11.8%
e	94232	11.5%
	92389	11.3%
n	51079	6.2%
p	50484	6.2%
r	48744	5.9%
m	46510	5.7%
s	45879	5.6%
u	45262	5.5%
Other values (15)	149685	18.3%

REGION_POPULATION_RELATIVE
Real number (ℝ_≥0)

Distinct	81
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.02122564108

Minimum	0.000253
Maximum	0.072508
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0.000253
5-th percentile	0.00496
Q1	0.010006
median	0.01885
Q3	0.028663
95-th percentile	0.04622
Maximum	0.072508
Range	0.072255
Interquartile range (IQR)	0.018657

Descriptive statistics

Standard deviation	0.01442819448
Coefficient of variation (CV)	0.6797530604
Kurtosis	2.986224229
Mean	0.02122564108
Median Absolute Deviation (MAD)	0.009193
Skewness	1.493440372
Sum	1034.622649
Variance	0.0002081727961
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.035792	2582	5.3%
0.04622	2497	5.1%
0.030755	1991	4.1%
0.026392	1805	3.7%
0.028663	1740	3.6%
0.025164	1599	3.3%
0.031329	1595	3.3%
0.072508	1565	3.2%
0.019101	1466	3.0%
0.020713	1327	2.7%
Other values (71)	30577	62.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.000253	1	< 0.1%
0.000533	1	< 0.1%
0.000938	5	< 0.1%
0.001276	69	0.1%
0.001333	28	0.1%
0.001417	79	0.2%
0.002042	256	0.5%
0.002134	173	0.4%
0.002506	119	0.2%
0.003069	336	0.7%

Value	Count	Frequency (%)
0.072508	1565	3.2%
0.04622	2497	5.1%
0.035792	2582	5.3%
0.032561	1088	2.2%
0.031329	1595	3.3%
0.030755	1991	4.1%
0.028663	1740	3.6%
0.026392	1805	3.7%
0.025164	1599	3.3%
0.02461	860	1.8%

DAYS_BIRTH
Real number (ℝ)

Distinct	15477
Distinct (%)	31.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-16068.08461

Minimum	-25195
Maximum	-7338
Zeros	0
Zeros (%)	0.0%
Negative	48744
Negative (%)	100.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	-25195
5-th percentile	-23201.7
Q1	-19637
median	-15785
Q3	-12496
95-th percentile	-9485
Maximum	-7338
Range	17857
Interquartile range (IQR)	7141

Descriptive statistics

Standard deviation	4325.900393
Coefficient of variation (CV)	-0.2692231526
Kurtosis	-1.034456638
Mean	-16068.08461
Median Absolute Deviation (MAD)	3547
Skewness	-0.1178344142
Sum	-783222716
Variance	18713414.21
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-11590	13	< 0.1%
-11603	12	< 0.1%
-15812	12	< 0.1%
-11997	12	< 0.1%
-11667	12	< 0.1%
-12038	12	< 0.1%
-16219	11	< 0.1%
-15367	11	< 0.1%
-11443	11	< 0.1%
-17500	11	< 0.1%
Other values (15467)	48627	99.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-25195	1	< 0.1%
-25175	1	< 0.1%
-25154	1	< 0.1%
-25126	1	< 0.1%
-25121	1	< 0.1%
-25087	1	< 0.1%
-25080	1	< 0.1%
-25048	1	< 0.1%
-25023	1	< 0.1%
-25021	1	< 0.1%

Value	Count	Frequency (%)
-7338	1	< 0.1%
-7372	1	< 0.1%
-7650	1	< 0.1%
-7676	1	< 0.1%
-7684	1	< 0.1%
-7696	1	< 0.1%
-7725	1	< 0.1%
-7731	1	< 0.1%
-7742	1	< 0.1%
-7756	1	< 0.1%

DAYS_EMPLOYED
Real number (ℝ)

Distinct	7863
Distinct (%)	16.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	67485.36632

Minimum	-17463
Maximum	365243
Zeros	0
Zeros (%)	0.0%
Negative	39470
Negative (%)	81.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	-17463
5-th percentile	-6728
Q1	-2910
median	-1293
Q3	-296
95-th percentile	365243
Maximum	365243
Range	382706
Interquartile range (IQR)	2614

Descriptive statistics

Standard deviation	144348.5071
Coefficient of variation (CV)	2.138960118
Kurtosis	0.4899801366
Mean	67485.36632
Median Absolute Deviation (MAD)	1181
Skewness	1.577524976
Sum	3289506696
Variance	2.083649151 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
365243	9274	19.0%
-1119	32	0.1%
-389	31	0.1%
-1240	30	0.1%
-148	28	0.1%
-655	27	0.1%
-277	27	0.1%
-1020	26	0.1%
-192	26	0.1%
-1342	26	0.1%
Other values (7853)	39217	80.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-17463	1	< 0.1%
-17124	1	< 0.1%
-17077	1	< 0.1%
-16774	1	< 0.1%
-16547	1	< 0.1%
-16432	1	< 0.1%
-16425	1	< 0.1%
-16354	1	< 0.1%
-16307	1	< 0.1%
-16295	1	< 0.1%

Value	Count	Frequency (%)
365243	9274	19.0%
-1	1	< 0.1%
-5	1	< 0.1%
-14	1	< 0.1%
-16	1	< 0.1%
-18	1	< 0.1%
-19	1	< 0.1%
-24	1	< 0.1%
-25	1	< 0.1%
-26	2	< 0.1%

DAYS_REGISTRATION
Real number (ℝ)

Distinct	12618
Distinct (%)	25.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-4967.652716

Minimum	-23722
Maximum	0
Zeros	13
Zeros (%)	< 0.1%
Negative	48731
Negative (%)	> 99.9%
Memory size	380.9 KiB

Quantile statistics

Minimum	-23722
5-th percentile	-11439.7
Q1	-7459.25
median	-4490
Q3	-1901
95-th percentile	-345
Maximum	0
Range	23722
Interquartile range (IQR)	5558.25

Descriptive statistics

Standard deviation	3552.612035
Coefficient of variation (CV)	-0.7151490328
Kurtosis	-0.30050777
Mean	-4967.652716
Median Absolute Deviation (MAD)	2759
Skewness	-0.6132657508
Sum	-242143264
Variance	12621052.27
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-818	20	< 0.1%
-427	19	< 0.1%
-991	18	< 0.1%
-3758	16	< 0.1%
-819	15	< 0.1%
-650	15	< 0.1%
-223	15	< 0.1%
-602	15	< 0.1%
-1435	15	< 0.1%
-832	15	< 0.1%
Other values (12608)	48581	99.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-23722	1	< 0.1%
-22842	1	< 0.1%
-21099	1	< 0.1%
-19842	1	< 0.1%
-19263	1	< 0.1%
-19102	1	< 0.1%
-18858	1	< 0.1%
-18747	1	< 0.1%
-18612	1	< 0.1%
-18590	1	< 0.1%

Value	Count	Frequency (%)
0	13	< 0.1%
-1	10	< 0.1%
-2	7	< 0.1%
-3	10	< 0.1%
-4	7	< 0.1%
-5	9	< 0.1%
-6	11	< 0.1%
-7	13	< 0.1%
-8	8	< 0.1%
-9	7	< 0.1%

DAYS_ID_PUBLISH
Real number (ℝ)

Distinct	5880
Distinct (%)	12.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-3051.712949

Minimum	-6348
Maximum	0
Zeros	5
Zeros (%)	< 0.1%
Negative	48739
Negative (%)	> 99.9%
Memory size	380.9 KiB

Quantile statistics

Minimum	-6348
5-th percentile	-5124
Q1	-4448
median	-3234
Q3	-1706
95-th percentile	-381
Maximum	0
Range	6348
Interquartile range (IQR)	2742

Descriptive statistics

Standard deviation	1569.276709
Coefficient of variation (CV)	-0.5142281516
Kurtosis	-1.164389067
Mean	-3051.712949
Median Absolute Deviation (MAD)	1309
Skewness	0.2836576228
Sum	-148752696
Variance	2462629.39
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-4557	40	0.1%
-4255	39	0.1%
-4291	35	0.1%
-4277	32	0.1%
-4592	32	0.1%
-4543	30	0.1%
-4263	30	0.1%
-4270	30	0.1%
-4832	29	0.1%
-4319	29	0.1%
Other values (5870)	48418	99.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-6348	1	< 0.1%
-6346	1	< 0.1%
-6331	1	< 0.1%
-6328	1	< 0.1%
-6317	1	< 0.1%
-6315	1	< 0.1%
-6299	1	< 0.1%
-6296	1	< 0.1%
-6295	1	< 0.1%
-6293	1	< 0.1%

Value	Count	Frequency (%)
0	5	< 0.1%
-1	4	< 0.1%
-2	7	< 0.1%
-3	7	< 0.1%
-4	8	< 0.1%
-5	13	< 0.1%
-6	10	< 0.1%
-7	12	< 0.1%
-8	17	< 0.1%
-9	6	< 0.1%

OWN_CAR_AGE
Real number (ℝ_≥0)

MISSING

Distinct	52
Distinct (%)	0.3%
Missing	32312
Missing (%)	66.3%
Infinite	0
Infinite (%)	0.0%
Mean	11.78602726

Minimum	0
Maximum	74
Zeros	118
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	4
median	9
Q3	15
95-th percentile	28
Maximum	74
Range	74
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	11.46288906
Coefficient of variation (CV)	0.9725829409
Kurtosis	10.59662902
Mean	11.78602726
Median Absolute Deviation (MAD)	5
Skewness	2.905912913
Sum	193668
Variance	131.3978256
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4	1352	2.8%
7	1201	2.5%
8	1097	2.3%
3	1027	2.1%
2	980	2.0%
9	849	1.7%
5	829	1.7%
10	764	1.6%
11	710	1.5%
14	706	1.4%
Other values (42)	6917	14.2%
(Missing)	32312	66.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	118	0.2%
1	650	1.3%
2	980	2.0%
3	1027	2.1%
4	1352	2.8%
5	829	1.7%
6	498	1.0%
7	1201	2.5%
8	1097	2.3%
9	849	1.7%

Value	Count	Frequency (%)
74	1	< 0.1%
65	459	0.9%
56	1	< 0.1%
55	1	< 0.1%
52	1	< 0.1%
50	1	< 0.1%
49	1	< 0.1%
44	3	< 0.1%
43	1	< 0.1%
42	10	< 0.1%

FLAG_MOBIL
Real number (ℝ_≥0)

SKEWED

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.9999794847

Minimum	0
Maximum	1
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.004529386877
Coefficient of variation (CV)	0.0045294798
Kurtosis	48744
Mean	0.9999794847
Median Absolute Deviation (MAD)	0
Skewness	-220.7804339
Sum	48743
Variance	2.051534548 × 10^-5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
1	48743	> 99.9%
0	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	< 0.1%
1	48743	> 99.9%

Value	Count	Frequency (%)
1	48743	> 99.9%
0	1	< 0.1%

FLAG_EMP_PHONE
Real number (ℝ_≥0)

ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.8097201707

Minimum	0
Maximum	1
Zeros	9275
Zeros (%)	19.0%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.3925258932
Coefficient of variation (CV)	0.4847673398
Kurtosis	0.4905857532
Mean	0.8097201707
Median Absolute Deviation (MAD)	0
Skewness	-1.578152599
Sum	39469
Variance	0.1540765768
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
1	39469	81.0%
0	9275	19.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	9275	19.0%
1	39469	81.0%

Value	Count	Frequency (%)
1	39469	81.0%
0	9275	19.0%

FLAG_WORK_PHONE
Real number (ℝ_≥0)

ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2047021172

Minimum	0
Maximum	1
Zeros	38766
Zeros (%)	79.5%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.4034879185
Coefficient of variation (CV)	1.971097925
Kurtosis	0.1426755453
Mean	0.2047021172
Median Absolute Deviation (MAD)	0
Skewness	1.463786082
Sum	9978
Variance	0.1628025004
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	38766	79.5%
1	9978	20.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	38766	79.5%
1	9978	20.5%

Value	Count	Frequency (%)
1	9978	20.5%
0	38766	79.5%

FLAG_CONT_MOBILE
Real number (ℝ_≥0)

SKEWED

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.9983998031

Minimum	0
Maximum	1
Zeros	78
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.03997085305
Coefficient of variation (CV)	0.0400349168
Kurtosis	619.9883973
Mean	0.9983998031
Median Absolute Deviation (MAD)	0
Skewness	-24.93918521
Sum	48666
Variance	0.001597669094
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
1	48666	99.8%
0	78	0.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	78	0.2%
1	48666	99.8%

Value	Count	Frequency (%)
1	48666	99.8%
0	78	0.2%

FLAG_PHONE
Real number (ℝ_≥0)

ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2631298211

Minimum	0
Maximum	1
Zeros	35918
Zeros (%)	73.7%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.4403367986
Coefficient of variation (CV)	1.673458359
Kurtosis	-0.8424667469
Mean	0.2631298211
Median Absolute Deviation (MAD)	0
Skewness	1.075903259
Sum	12826
Variance	0.1938964962
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	35918	73.7%
1	12826	26.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	35918	73.7%
1	12826	26.3%

Value	Count	Frequency (%)
1	12826	26.3%
0	35918	73.7%

FLAG_EMAIL
Real number (ℝ_≥0)

ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.162645659

Minimum	0
Maximum	1
Zeros	40816
Zeros (%)	83.7%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.3690458544
Coefficient of variation (CV)	2.269017549
Kurtosis	1.342833398
Mean	0.162645659
Median Absolute Deviation (MAD)	0
Skewness	1.82832664
Sum	7928
Variance	0.1361948427
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	40816	83.7%
1	7928	16.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	40816	83.7%
1	7928	16.3%

Value	Count	Frequency (%)
1	7928	16.3%
0	40816	83.7%

OCCUPATION_TYPE
Categorical

MISSING

Distinct	18
Distinct (%)	0.1%
Missing	15605
Missing (%)	32.0%
Memory size	2.6 MiB

Laborers	8655
Sales staff	5072
Core staff	4361
Managers	3574
Drivers	2773
Other values (13)	8704

Characters and Unicode

Total characters	349155
Distinct characters	36
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Low-skill Laborers
2nd row	Drivers
3rd row	Sales staff
4th row	Drivers
5th row	High skill tech staff

Value	Count	Frequency (%)
Laborers	8655	17.8%
Sales staff	5072	10.4%
Core staff	4361	8.9%
Managers	3574	7.3%
Drivers	2773	5.7%
High skill tech staff	1854	3.8%
Accountants	1628	3.3%
Medicine staff	1316	2.7%
Security staff	915	1.9%
Cooking staff	894	1.8%
Other values (8)	2097	4.3%
(Missing)	15605	32.0%

Value	Count	Frequency (%)
staff	15886	29.6%
laborers	8927	16.7%
sales	5072	9.5%
core	4361	8.1%
managers	3574	6.7%
drivers	2773	5.2%
tech	1854	3.5%
skill	1854	3.5%
high	1854	3.5%
accountants	1628	3.0%
Other values (13)	5815	10.8%

Most occurring characters

Value	Count	Frequency (%)
s	40970	11.7%
a	40617	11.6%
r	33942	9.7%
e	33400	9.6%
f	31772	9.1%
t	23033	6.6%
	20459	5.9%
o	16976	4.9%
i	13151	3.8%
n	10668	3.1%
Other values (26)	84167	24.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	294650	84.4%
Uppercase Letter	33596	9.6%
Space Separator	20459	5.9%
Dash Punctuation	272	0.1%
Other Punctuation	178	0.1%

Most frequent character per category

Value	Count	Frequency (%)
s	40970	13.9%
a	40617	13.8%
r	33942	11.5%
e	33400	11.3%
f	31772	10.8%
t	23033	7.8%
o	16976	5.8%
i	13151	4.5%
n	10668	3.6%
l	10118	3.4%
Other values (11)	40003	13.6%

Value	Count	Frequency (%)
L	9199	27.4%
S	6200	18.5%
C	5911	17.6%
M	4890	14.6%
D	2773	8.3%
H	1958	5.8%
A	1628	4.8%
P	455	1.4%
R	242	0.7%
W	178	0.5%
Other values (2)	162	0.5%

Value	Count	Frequency (%)
-	272	100.0%

Value	Count	Frequency (%)
	20459	100.0%

Value	Count	Frequency (%)
/	178	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	328246	94.0%
Common	20909	6.0%

Most frequent character per script

Value	Count	Frequency (%)
s	40970	12.5%
a	40617	12.4%
r	33942	10.3%
e	33400	10.2%
f	31772	9.7%
t	23033	7.0%
o	16976	5.2%
i	13151	4.0%
n	10668	3.3%
l	10118	3.1%
Other values (23)	73599	22.4%

Value	Count	Frequency (%)
	20459	97.8%
-	272	1.3%
/	178	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	349155	100.0%

Most frequent character per block

Value	Count	Frequency (%)
s	40970	11.7%
a	40617	11.6%
r	33942	9.7%
e	33400	9.6%
f	31772	9.1%
t	23033	6.6%
	20459	5.9%
o	16976	4.9%
i	13151	3.8%
n	10668	3.1%
Other values (26)	84167	24.1%

CNT_FAM_MEMBERS
Real number (ℝ_≥0)

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.146766782

Minimum	1
Maximum	21
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	2
Q3	3
95-th percentile	4
Maximum	21
Range	20
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.8904228948
Coefficient of variation (CV)	0.41477393
Kurtosis	6.325914618
Mean	2.146766782
Median Absolute Deviation (MAD)	0
Skewness	1.167688389
Sum	104642
Variance	0.7928529316
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
2	26054	53.5%
1	10251	21.0%
3	8173	16.8%
4	3690	7.6%
5	512	1.1%
6	43	0.1%
7	12	< 0.1%
10	3	< 0.1%
8	2	< 0.1%
13	2	< 0.1%
Other values (2)	2	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	10251	21.0%
2	26054	53.5%
3	8173	16.8%
4	3690	7.6%
5	512	1.1%
6	43	0.1%
7	12	< 0.1%
8	2	< 0.1%
9	1	< 0.1%
10	3	< 0.1%

Value	Count	Frequency (%)
21	1	< 0.1%
13	2	< 0.1%
10	3	< 0.1%
9	1	< 0.1%
8	2	< 0.1%
7	12	< 0.1%
6	43	0.1%
5	512	1.1%
4	3690	7.6%
3	8173	16.8%

REGION_RATING_CLIENT
Real number (ℝ_≥0)

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.038158543

Minimum	1
Maximum	3
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	2
Q3	2
95-th percentile	3
Maximum	3
Range	2
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.52269396
Coefficient of variation (CV)	0.2564540241
Kurtosis	0.63400427
Mean	2.038158543
Median Absolute Deviation (MAD)	0
Skewness	0.04781547564
Sum	99348
Variance	0.2732089759
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
2	35356	72.5%
3	7624	15.6%
1	5764	11.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	5764	11.8%
2	35356	72.5%
3	7624	15.6%

Value	Count	Frequency (%)
3	7624	15.6%
2	35356	72.5%
1	5764	11.8%

REGION_RATING_CLIENT_W_CITY
Real number (ℝ)

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.012596422

Minimum	-1
Maximum	3
Zeros	0
Zeros (%)	0.0%
Negative	1
Negative (%)	< 0.1%
Memory size	380.9 KiB

Quantile statistics

Minimum	-1
5-th percentile	1
Q1	2
median	2
Q3	2
95-th percentile	3
Maximum	3
Range	4
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.5158041404
Coefficient of variation (CV)	0.2562879148
Kurtosis	0.7769899471
Mean	2.012596422
Median Absolute Deviation (MAD)	0
Skewness	0.01492661851
Sum	98102
Variance	0.2660539113
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=4)

Value	Count	Frequency (%)
2	35776	73.4%
3	6792	13.9%
1	6175	12.7%
-1	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1	1	< 0.1%
1	6175	12.7%
2	35776	73.4%
3	6792	13.9%

Value	Count	Frequency (%)
3	6792	13.9%
2	35776	73.4%
1	6175	12.7%
-1	1	< 0.1%

WEEKDAY_APPR_PROCESS_START
Categorical

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.0 MiB

TUESDAY	9751
WEDNESDAY	8457
THURSDAY	8418
MONDAY	8406
FRIDAY	7250
Other values (2)	6462

Characters and Unicode

Total characters	353628
Distinct characters	15
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	TUESDAY
2nd row	FRIDAY
3rd row	MONDAY
4th row	WEDNESDAY
5th row	FRIDAY

Value	Count	Frequency (%)
TUESDAY	9751	20.0%
WEDNESDAY	8457	17.3%
THURSDAY	8418	17.3%
MONDAY	8406	17.2%
FRIDAY	7250	14.9%
SATURDAY	4603	9.4%
SUNDAY	1859	3.8%

Value	Count	Frequency (%)
tuesday	9751	20.0%
wednesday	8457	17.3%
thursday	8418	17.3%
monday	8406	17.2%
friday	7250	14.9%
saturday	4603	9.4%
sunday	1859	3.8%

Most occurring characters

Value	Count	Frequency (%)
D	57201	16.2%
A	53347	15.1%
Y	48744	13.8%
S	33088	9.4%
E	26665	7.5%
U	24631	7.0%
T	22772	6.4%
R	20271	5.7%
N	18722	5.3%
W	8457	2.4%
Other values (5)	39730	11.2%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	353628	100.0%

Most frequent character per category

Value	Count	Frequency (%)
D	57201	16.2%
A	53347	15.1%
Y	48744	13.8%
S	33088	9.4%
E	26665	7.5%
U	24631	7.0%
T	22772	6.4%
R	20271	5.7%
N	18722	5.3%
W	8457	2.4%
Other values (5)	39730	11.2%

Most occurring scripts

Value	Count	Frequency (%)
Latin	353628	100.0%

Most frequent character per script

Value	Count	Frequency (%)
D	57201	16.2%
A	53347	15.1%
Y	48744	13.8%
S	33088	9.4%
E	26665	7.5%
U	24631	7.0%
T	22772	6.4%
R	20271	5.7%
N	18722	5.3%
W	8457	2.4%
Other values (5)	39730	11.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	353628	100.0%

Most frequent character per block

Value	Count	Frequency (%)
D	57201	16.2%
A	53347	15.1%
Y	48744	13.8%
S	33088	9.4%
E	26665	7.5%
U	24631	7.0%
T	22772	6.4%
R	20271	5.7%
N	18722	5.3%
W	8457	2.4%
Other values (5)	39730	11.2%

HOUR_APPR_PROCESS_START
Real number (ℝ_≥0)

Distinct	24
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.00736501

Minimum	0
Maximum	23
Zeros	8
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	7
Q1	10
median	12
Q3	14
95-th percentile	17
Maximum	23
Range	23
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	3.278172039
Coefficient of variation (CV)	0.273013441
Kurtosis	-0.1698286019
Mean	12.00736501
Median Absolute Deviation (MAD)	2
Skewness	0.01381611796
Sum	585287
Variance	10.74641191
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
10	6474	13.3%
11	5934	12.2%
12	5418	11.1%
13	4715	9.7%
9	4341	8.9%
14	4197	8.6%
15	3761	7.7%
16	3106	6.4%
8	2574	5.3%
17	2356	4.8%
Other values (14)	5868	12.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	8	< 0.1%
1	19	< 0.1%
2	39	0.1%
3	240	0.5%
4	302	0.6%
5	554	1.1%
6	1013	2.1%
7	1306	2.7%
8	2574	5.3%
9	4341	8.9%

Value	Count	Frequency (%)
23	7	< 0.1%
22	25	0.1%
21	69	0.1%
20	214	0.4%
19	629	1.3%
18	1443	3.0%
17	2356	4.8%
16	3106	6.4%
15	3761	7.7%
14	4197	8.6%

REG_REGION_NOT_LIVE_REGION
Real number (ℝ_≥0)

ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.01883308715

Minimum	0
Maximum	1
Zeros	47826
Zeros (%)	98.1%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1359366804
Coefficient of variation (CV)	7.217971186
Kurtosis	48.12229297
Mean	0.01883308715
Median Absolute Deviation (MAD)	0
Skewness	7.079570501
Sum	918
Variance	0.01847878108
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	47826	98.1%
1	918	1.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	47826	98.1%
1	918	1.9%

Value	Count	Frequency (%)
1	918	1.9%
0	47826	98.1%

REG_REGION_NOT_WORK_REGION
Real number (ℝ_≥0)

ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.05516576399

Minimum	0
Maximum	1
Zeros	46055
Zeros (%)	94.5%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2283058734
Coefficient of variation (CV)	4.138542763
Kurtosis	13.18704727
Mean	0.05516576399
Median Absolute Deviation (MAD)	0
Skewness	3.896986811
Sum	2689
Variance	0.05212357181
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	46055	94.5%
1	2689	5.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	46055	94.5%
1	2689	5.5%

Value	Count	Frequency (%)
1	2689	5.5%
0	46055	94.5%

LIVE_REGION_NOT_WORK_REGION
Real number (ℝ_≥0)

ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.04203594289

Minimum	0
Maximum	1
Zeros	46695
Zeros (%)	95.8%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2006732382
Coefficient of variation (CV)	4.773848865
Kurtosis	18.83510102
Mean	0.04203594289
Median Absolute Deviation (MAD)	0
Skewness	4.564463628
Sum	2049
Variance	0.04026974854
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	46695	95.8%
1	2049	4.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	46695	95.8%
1	2049	4.2%

Value	Count	Frequency (%)
1	2049	4.2%
0	46695	95.8%

REG_CITY_NOT_LIVE_CITY
Real number (ℝ_≥0)

ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.07746594453

Minimum	0
Maximum	1
Zeros	44968
Zeros (%)	92.3%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2673320746
Coefficient of variation (CV)	3.450962565
Kurtosis	7.993812174
Mean	0.07746594453
Median Absolute Deviation (MAD)	0
Skewness	3.161247251
Sum	3776
Variance	0.07146643812
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	44968	92.3%
1	3776	7.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	44968	92.3%
1	3776	7.7%

Value	Count	Frequency (%)
1	3776	7.7%
0	44968	92.3%

REG_CITY_NOT_WORK_CITY
Real number (ℝ_≥0)

ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2246635483

Minimum	0
Maximum	1
Zeros	37793
Zeros (%)	77.5%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.4173648428
Coefficient of variation (CV)	1.857732801
Kurtosis	-0.2590404706
Mean	0.2246635483
Median Absolute Deviation (MAD)	0
Skewness	1.319458283
Sum	10951
Variance	0.174193412
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	37793	77.5%
1	10951	22.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	37793	77.5%
1	10951	22.5%

Value	Count	Frequency (%)
1	10951	22.5%
0	37793	77.5%

LIVE_CITY_NOT_WORK_CITY
Real number (ℝ_≥0)

ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1742163138

Minimum	0
Maximum	1
Zeros	40252
Zeros (%)	82.6%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.3792992767
Coefficient of variation (CV)	2.177174275
Kurtosis	0.9511821187
Mean	0.1742163138
Median Absolute Deviation (MAD)	0
Skewness	1.717889139
Sum	8492
Variance	0.1438679413
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	40252	82.6%
1	8492	17.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	40252	82.6%
1	8492	17.4%

Value	Count	Frequency (%)
1	8492	17.4%
0	40252	82.6%

ORGANIZATION_TYPE
Categorical

HIGH CARDINALITY

Distinct	58
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.2 MiB

Business Entity Type 3	10840
XNA	9274
Self-employed	5920
Other	2707
Medicine	1716
Other values (53)	18287

Characters and Unicode

Total characters	605649
Distinct characters	52
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Kindergarten
2nd row	Self-employed
3rd row	Transport: type 3
4th row	Business Entity Type 3
5th row	Business Entity Type 3

Value	Count	Frequency (%)
Business Entity Type 3	10840	22.2%
XNA	9274	19.0%
Self-employed	5920	12.1%
Other	2707	5.6%
Medicine	1716	3.5%
Government	1508	3.1%
Business Entity Type 2	1479	3.0%
Trade: type 7	1303	2.7%
School	1287	2.6%
Construction	1039	2.1%
Other values (48)	11671	23.9%

Value	Count	Frequency (%)
type	19356	19.2%
entity	13206	13.1%
business	13206	13.1%
3	12081	12.0%
xna	9274	9.2%
self-employed	5920	5.9%
other	2707	2.7%
trade	2332	2.3%
industry	2277	2.3%
2	2246	2.2%
Other values (40)	18451	18.3%

Most occurring characters

Value	Count	Frequency (%)
e	68086	11.2%
	52312	8.6%
t	47420	7.8%
s	46897	7.7%
y	42570	7.0%
n	41191	6.8%
i	37348	6.2%
p	26817	4.4%
u	18840	3.1%
r	18680	3.1%
Other values (42)	205488	33.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	427290	70.6%
Uppercase Letter	94098	15.5%
Space Separator	52312	8.6%
Decimal Number	19879	3.3%
Other Punctuation	6150	1.0%
Dash Punctuation	5920	1.0%

Most frequent character per category

Value	Count	Frequency (%)
e	68086	15.9%
t	47420	11.1%
s	46897	11.0%
y	42570	10.0%
n	41191	9.6%
i	37348	8.7%
p	26817	6.3%
u	18840	4.4%
r	18680	4.4%
l	15355	3.6%
Other values (11)	64086	15.0%

Value	Count	Frequency (%)
T	17174	18.3%
B	13580	14.4%
E	13453	14.3%
A	9637	10.2%
X	9274	9.9%
N	9274	9.9%
S	8375	8.9%
O	2707	2.9%
M	2632	2.8%
I	2357	2.5%
Other values (8)	5635	6.0%

Value	Count	Frequency (%)
3	12087	60.8%
2	2323	11.7%
1	2103	10.6%
7	1520	7.6%
4	1065	5.4%
9	499	2.5%
6	149	0.7%
5	106	0.5%
0	24	0.1%
8	3	< 0.1%

Value	Count	Frequency (%)
-	5920	100.0%

Value	Count	Frequency (%)
:	6150	100.0%

Value	Count	Frequency (%)
	52312	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	521388	86.1%
Common	84261	13.9%

Most frequent character per script

Value	Count	Frequency (%)
e	68086	13.1%
t	47420	9.1%
s	46897	9.0%
y	42570	8.2%
n	41191	7.9%
i	37348	7.2%
p	26817	5.1%
u	18840	3.6%
r	18680	3.6%
T	17174	3.3%
Other values (29)	156365	30.0%

Value	Count	Frequency (%)
	52312	62.1%
3	12087	14.3%
:	6150	7.3%
-	5920	7.0%
2	2323	2.8%
1	2103	2.5%
7	1520	1.8%
4	1065	1.3%
9	499	0.6%
6	149	0.2%
Other values (3)	133	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	605649	100.0%

Most frequent character per block

Value	Count	Frequency (%)
e	68086	11.2%
	52312	8.6%
t	47420	7.8%
s	46897	7.7%
y	42570	7.0%
n	41191	6.8%
i	37348	6.2%
p	26817	4.4%
u	18840	3.1%
r	18680	3.1%
Other values (42)	205488	33.9%

EXT_SOURCE_1
Real number (ℝ_≥0)

MISSING

Distinct	27207
Distinct (%)	96.4%
Missing	20532
Missing (%)	42.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.5011798106

Minimum	0.0134579105
Maximum	0.9391445327
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0.0134579105
5-th percentile	0.1571424408
Q1	0.343695039
median	0.5067712615
Q3	0.6659559435
95-th percentile	0.8212550629
Maximum	0.9391445327
Range	0.9256866222
Interquartile range (IQR)	0.3222609045

Descriptive statistics

Standard deviation	0.2051423135
Coefficient of variation (CV)	0.4093187897
Kurtosis	-0.8748052781
Mean	0.5011798106
Median Absolute Deviation (MAD)	0.1609110903
Skewness	-0.1217883939
Sum	14139.28482
Variance	0.04208336879
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.3776684052	4	< 0.1%
0.415281227	4	< 0.1%
0.3539137186	3	< 0.1%
0.4872457519	3	< 0.1%
0.5554953107	3	< 0.1%
0.2413134157	3	< 0.1%
0.6341287077	3	< 0.1%
0.6179579067	3	< 0.1%
0.4442265311	3	< 0.1%
0.4855100789	3	< 0.1%
Other values (27197)	28180	57.8%
(Missing)	20532	42.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.0134579105	1	< 0.1%
0.01500293922	1	< 0.1%
0.01572504956	1	< 0.1%
0.01583281177	1	< 0.1%
0.01601914037	1	< 0.1%
0.01731556875	1	< 0.1%
0.01751705876	1	< 0.1%
0.01757511452	1	< 0.1%
0.01773686045	1	< 0.1%
0.01931841085	1	< 0.1%

Value	Count	Frequency (%)
0.9391445327	1	< 0.1%
0.9341448662	1	< 0.1%
0.9320799838	1	< 0.1%
0.931470858	1	< 0.1%
0.9291331606	1	< 0.1%
0.9288637886	1	< 0.1%
0.926936601	1	< 0.1%
0.9248527537	1	< 0.1%
0.9241679792	1	< 0.1%
0.9239850284	1	< 0.1%

EXT_SOURCE_2
Real number (ℝ_≥0)

Distinct	38885
Distinct (%)	79.8%
Missing	8
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.5180210757

Minimum	8.097855876 × 10^-6
Maximum	0.8549996664
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	8.097855876 × 10^-6
5-th percentile	0.1545080859
Q1	0.4080661709
median	0.5587579431
Q3	0.6584970137
95-th percentile	0.7477650772
Maximum	0.8549996664
Range	0.8549915685
Interquartile range (IQR)	0.2504308428

Descriptive statistics

Standard deviation	0.1812781169
Coefficient of variation (CV)	0.3499435166
Kurtosis	-0.1131968524
Mean	0.5180210757
Median Absolute Deviation (MAD)	0.1160592376
Skewness	-0.7810579986
Sum	25246.27514
Variance	0.03286175566
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.2858978721	100	0.2%
0.2518770397	68	0.1%
0.5716197626	55	0.1%
0.5637630974	51	0.1%
0.2508400645	50	0.1%
0.1512429506	48	0.1%
0.4724002765	35	0.1%
0.3424659494	35	0.1%
0.1504111262	33	0.1%
0.482132746	30	0.1%
Other values (38875)	48231	98.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
8.097855876 × 10^-6	1	< 0.1%
1.788693782 × 10^-5	1	< 0.1%
2.546852218 × 10^-5	1	< 0.1%
4.299709119 × 10^-5	1	< 0.1%
0.0001049387891	1	< 0.1%
0.0001113521338	1	< 0.1%
0.0001139581017	1	< 0.1%
0.000184590011	1	< 0.1%
0.0002051401374	1	< 0.1%
0.0002126661555	1	< 0.1%

Value	Count	Frequency (%)
0.8549996664	5	< 0.1%
0.8251289217	1	< 0.1%
0.8179351007	1	< 0.1%
0.8168285576	1	< 0.1%
0.8136666962	1	< 0.1%
0.8128863176	1	< 0.1%
0.8127898414	1	< 0.1%
0.8125601406	1	< 0.1%
0.8109193413	1	< 0.1%
0.8109126354	1	< 0.1%

EXT_SOURCE_3
Real number (ℝ_≥0)

MISSING

Distinct	702
Distinct (%)	1.8%
Missing	8668
Missing (%)	17.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.5001056254

Minimum	0.0005272652387
Maximum	0.8825303128
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0.0005272652387
5-th percentile	0.1595195405
Q1	0.3639452386
median	0.5190973382
Q3	0.652896552
95-th percentile	0.7751552675
Maximum	0.8825303128
Range	0.8820030476
Interquartile range (IQR)	0.2889513134

Descriptive statistics

Standard deviation	0.1894979947
Coefficient of variation (CV)	0.3789159431
Kurtosis	-0.7330189115
Mean	0.5001056254
Median Absolute Deviation (MAD)	0.1433863286
Skewness	-0.336207788
Sum	20042.23304
Variance	0.03590948999
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.7062051097	219	0.4%
0.7463002131	200	0.4%
0.6706517531	197	0.4%
0.5954562029	197	0.4%
0.7136313997	195	0.4%
0.5814837058	194	0.4%
0.6263042767	193	0.4%
0.5549467685	187	0.4%
0.6832688314	185	0.4%
0.5585066277	183	0.4%
Other values (692)	38126	78.2%
(Missing)	8668	17.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.0005272652387	64	0.1%
0.02149151574	1	< 0.1%
0.02242068001	1	< 0.1%
0.02405719642	1	< 0.1%
0.02474394007	1	< 0.1%
0.02654542968	1	< 0.1%
0.02673244634	2	< 0.1%
0.02749340706	2	< 0.1%
0.02827539983	1	< 0.1%
0.02847424788	1	< 0.1%

Value	Count	Frequency (%)
0.8825303128	2	< 0.1%
0.881026575	2	< 0.1%
0.8802684804	3	< 0.1%
0.878739767	1	< 0.1%
0.8771942582	3	< 0.1%
0.8724558162	1	< 0.1%
0.8692108009	1	< 0.1%
0.8658959153	2	< 0.1%
0.8633633824	3	< 0.1%
0.8625103026	1	< 0.1%

APARTMENTS_AVG
Real number (ℝ_≥0)

MISSING

Distinct	1543
Distinct (%)	6.2%
Missing	23887
Missing (%)	49.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1223877379

Minimum	0
Maximum	1
Zeros	121
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0113
Q1	0.0619
median	0.0928
Q3	0.1485
95-th percentile	0.334
Maximum	1
Range	1
Interquartile range (IQR)	0.0866

Descriptive statistics

Standard deviation	0.1131123896
Coefficient of variation (CV)	0.9242134182
Kurtosis	11.8839179
Mean	0.1223877379
Median Absolute Deviation (MAD)	0.0433
Skewness	2.731395244
Sum	3042.192
Variance	0.01279441267
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0825	1110	2.3%
0.0619	1013	2.1%
0.0928	768	1.6%
0.0722	633	1.3%
0.1485	487	1.0%
0.0082	479	1.0%
0.1031	438	0.9%
0.0124	427	0.9%
0.0165	424	0.9%
0.1237	373	0.8%
Other values (1533)	18705	38.4%
(Missing)	23887	49.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	121	0.2%
0.001	28	0.1%
0.0013	1	< 0.1%
0.0015	1	< 0.1%
0.0021	103	0.2%
0.0024	1	< 0.1%
0.0026	2	< 0.1%
0.0031	53	0.1%
0.0034	1	< 0.1%
0.0036	3	< 0.1%

Value	Count	Frequency (%)
1	35	0.1%
0.9701	1	< 0.1%
0.966	1	< 0.1%
0.9577	2	< 0.1%
0.9562	1	< 0.1%
0.9557	2	< 0.1%
0.9309	2	< 0.1%
0.9206	1	< 0.1%
0.9021	1	< 0.1%
0.901	1	< 0.1%

BASEMENTAREA_AVG
Real number (ℝ_≥0)

MISSING
ZEROS

Distinct	2816
Distinct (%)	13.3%
Missing	27641
Missing (%)	56.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.09006548358

Minimum	0
Maximum	1
Zeros	2241
Zeros (%)	4.6%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.0467
median	0.0781
Q3	0.1134
95-th percentile	0.22619
Maximum	1
Range	1
Interquartile range (IQR)	0.0667

Descriptive statistics

Standard deviation	0.08153631904
Coefficient of variation (CV)	0.9053004081
Kurtosis	24.87244154
Mean	0.09006548358
Median Absolute Deviation (MAD)	0.0333
Skewness	3.450064785
Sum	1900.6519
Variance	0.006648171322
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2241	4.6%
0.1091	59	0.1%
0.0727	47	0.1%
0.0545	45	0.1%
0.0804	45	0.1%
0.0803	42	0.1%
0.0764	42	0.1%
0.0785	41	0.1%
0.0795	41	0.1%
0.0818	41	0.1%
Other values (2806)	18459	37.9%
(Missing)	27641	56.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2241	4.6%
0.0001	15	< 0.1%
0.0002	3	< 0.1%
0.0003	3	< 0.1%
0.0004	6	< 0.1%
0.0005	8	< 0.1%
0.0006	1	< 0.1%
0.0007	2	< 0.1%
0.0008	7	< 0.1%
0.0009	7	< 0.1%

Value	Count	Frequency (%)
1	21	< 0.1%
0.9636	1	< 0.1%
0.9397	2	< 0.1%
0.9169	1	< 0.1%
0.8246	2	< 0.1%
0.8165	1	< 0.1%
0.8152	1	< 0.1%
0.815	1	< 0.1%
0.7891	1	< 0.1%
0.7547	1	< 0.1%

YEARS_BEGINEXPLUATATION_AVG
Real number (ℝ_≥0)

MISSING

Distinct	175
Distinct (%)	0.7%
Missing	22856
Missing (%)	46.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.9788281598

Minimum	0
Maximum	1
Zeros	58
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0.9692
Q1	0.9767
median	0.9816
Q3	0.9866
95-th percentile	0.996
Maximum	1
Range	1
Interquartile range (IQR)	0.0099

Descriptive statistics

Standard deviation	0.04931798213
Coefficient of variation (CV)	0.05038471936
Kurtosis	357.3870391
Mean	0.9788281598
Median Absolute Deviation (MAD)	0.005
Skewness	-18.52295271
Sum	25339.9034
Variance	0.002432263361
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.9866	747	1.5%
0.9871	701	1.4%
0.9846	694	1.4%
0.9806	681	1.4%
0.9856	677	1.4%
0.9861	670	1.4%
0.9851	667	1.4%
0.9776	666	1.4%
0.9801	665	1.4%
0.9841	664	1.4%
Other values (165)	19056	39.1%
(Missing)	22856	46.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	58	0.1%
0.1937	1	< 0.1%
0.1982	1	< 0.1%
0.1987	1	< 0.1%
0.4704	1	< 0.1%
0.4863	1	< 0.1%
0.4878	2	< 0.1%
0.4893	1	< 0.1%
0.4903	1	< 0.1%
0.4908	1	< 0.1%

Value	Count	Frequency (%)
1	10	< 0.1%
0.9995	93	0.2%
0.999	173	0.4%
0.9985	179	0.4%
0.998	194	0.4%
0.9975	200	0.4%
0.997	171	0.4%
0.9965	177	0.4%
0.996	151	0.3%
0.9955	155	0.3%

YEARS_BUILD_AVG
Real number (ℝ_≥0)

MISSING

Distinct	130
Distinct (%)	0.8%
Missing	31818
Missing (%)	65.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.7511370909

Minimum	0
Maximum	1
Zeros	18
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0.5988
Q1	0.6872
median	0.7552
Q3	0.8164
95-th percentile	0.9524
Maximum	1
Range	1
Interquartile range (IQR)	0.1292

Descriptive statistics

Standard deviation	0.1131884075
Coefficient of variation (CV)	0.1506894132
Kurtosis	4.252368758
Mean	0.7511370909
Median Absolute Deviation (MAD)	0.068
Skewness	-0.8841984808
Sum	12713.7464
Variance	0.01281161559
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.8232	507	1.0%
0.8164	497	1.0%
0.8096	457	0.9%
0.796	452	0.9%
0.7348	452	0.9%
0.7892	448	0.9%
0.7212	448	0.9%
0.7416	448	0.9%
0.7824	446	0.9%
0.8028	445	0.9%
Other values (120)	12326	25.3%
(Missing)	31818	65.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	18	< 0.1%
0.0004	1	< 0.1%
0.0072	1	< 0.1%
0.0548	1	< 0.1%
0.0684	2	< 0.1%
0.082	1	< 0.1%
0.0956	1	< 0.1%
0.1024	1	< 0.1%
0.1092	1	< 0.1%
0.116	1	< 0.1%

Value	Count	Frequency (%)
1	8	< 0.1%
0.9932	73	0.1%
0.9864	115	0.2%
0.9796	132	0.3%
0.9728	136	0.3%
0.966	142	0.3%
0.9592	134	0.3%
0.9524	131	0.3%
0.9456	122	0.3%
0.9388	105	0.2%

COMMONAREA_AVG
Real number (ℝ_≥0)

MISSING
ZEROS

Distinct	2042
Distinct (%)	13.4%
Missing	33495
Missing (%)	68.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.04762366057

Minimum	0
Maximum	1
Zeros	1373
Zeros (%)	2.8%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.0081
median	0.0227
Q3	0.0539
95-th percentile	0.1737
Maximum	1
Range	1
Interquartile range (IQR)	0.0458

Descriptive statistics

Standard deviation	0.08286838502
Coefficient of variation (CV)	1.740067522
Kurtosis	44.84655891
Mean	0.04762366057
Median Absolute Deviation (MAD)	0.0183
Skewness	5.526265954
Sum	726.2132
Variance	0.006867169236
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1373	2.8%
0.0079	89	0.2%
0.0078	84	0.2%
0.0077	73	0.1%
0.008	69	0.1%
0.0086	64	0.1%
0.007	56	0.1%
0.0125	56	0.1%
0.0014	55	0.1%
0.0088	52	0.1%
Other values (2032)	13278	27.2%
(Missing)	33495	68.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1373	2.8%
0.0001	13	< 0.1%
0.0002	10	< 0.1%
0.0003	7	< 0.1%
0.0004	8	< 0.1%
0.0005	15	< 0.1%
0.0006	25	0.1%
0.0007	27	0.1%
0.0008	26	0.1%
0.0009	25	0.1%

Value	Count	Frequency (%)
1	20	< 0.1%
0.9613	1	< 0.1%
0.9552	1	< 0.1%
0.9339	1	< 0.1%
0.9277	1	< 0.1%
0.8882	1	< 0.1%
0.8876	2	< 0.1%
0.8808	1	< 0.1%
0.8738	2	< 0.1%
0.87	1	< 0.1%

ELEVATORS_AVG
Real number (ℝ_≥0)

MISSING
ZEROS

Distinct	181
Distinct (%)	0.8%
Missing	25189
Missing (%)	51.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.08516829548

Minimum	0
Maximum	1
Zeros	13467
Zeros (%)	27.6%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.16
95-th percentile	0.36
Maximum	1
Range	1
Interquartile range (IQR)	0.16

Descriptive statistics

Standard deviation	0.1391643374
Coefficient of variation (CV)	1.633992281
Kurtosis	7.042289048
Mean	0.08516829548
Median Absolute Deviation (MAD)	0
Skewness	2.32026693
Sum	2006.1392
Variance	0.01936671281
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	13467	27.6%
0.08	1682	3.5%
0.16	1586	3.3%
0.24	1067	2.2%
0.12	922	1.9%
0.04	759	1.6%
0.2	698	1.4%
0.32	475	1.0%
0.28	398	0.8%
0.4	314	0.6%
Other values (171)	2187	4.5%
(Missing)	25189	51.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13467	27.6%
0.0044	1	< 0.1%
0.0048	2	< 0.1%
0.0064	7	< 0.1%
0.008	3	< 0.1%
0.01	7	< 0.1%
0.0112	4	< 0.1%
0.0132	18	< 0.1%
0.0144	1	< 0.1%
0.0148	3	< 0.1%

Value	Count	Frequency (%)
1	24	< 0.1%
0.96	17	< 0.1%
0.92	2	< 0.1%
0.88	16	< 0.1%
0.84	11	< 0.1%
0.8	28	0.1%
0.78	1	< 0.1%
0.76	6	< 0.1%
0.74	1	< 0.1%
0.72	36	0.1%

ENTRANCES_AVG
Real number (ℝ_≥0)

MISSING

Distinct	200
Distinct (%)	0.8%
Missing	23579
Missing (%)	48.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.1517772382

Minimum	0
Maximum	1
Zeros	38
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0345
Q1	0.0745
median	0.1379
Q3	0.2069
95-th percentile	0.3103
Maximum	1
Range	1
Interquartile range (IQR)	0.1324

Descriptive statistics

Standard deviation	0.1006688786
Coefficient of variation (CV)	0.6632672971
Kurtosis	12.50307832
Mean	0.1517772382
Median Absolute Deviation (MAD)	0.0689
Skewness	2.489752827
Sum	3819.4742
Variance	0.01013422311
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1379	5683	11.7%
0.069	3659	7.5%
0.2069	3243	6.7%
0.1034	3132	6.4%
0.0345	2398	4.9%
0.1724	1541	3.2%
0.2759	1318	2.7%
0.2414	705	1.4%
0.3448	381	0.8%
0.3103	356	0.7%
Other values (190)	2749	5.6%
(Missing)	23579	48.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	38	0.1%
0.0345	2398	4.9%
0.0407	1	< 0.1%
0.0414	3	< 0.1%
0.0431	6	< 0.1%
0.0459	8	< 0.1%
0.0483	3	< 0.1%
0.0517	106	0.2%
0.0534	1	< 0.1%
0.0552	7	< 0.1%

Value	Count	Frequency (%)
1	29	0.1%
0.9655	6	< 0.1%
0.931	6	< 0.1%
0.8966	7	< 0.1%
0.8621	2	< 0.1%
0.8276	7	< 0.1%
0.7931	7	< 0.1%
0.7586	13	< 0.1%
0.7241	11	< 0.1%
0.6897	19	< 0.1%

FLOORSMAX_AVG
Real number (ℝ_≥0)

MISSING

Distinct	252
Distinct (%)	1.0%
Missing	23321
Missing (%)	47.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.2337062188

Minimum	0
Maximum	1
Zeros	417
Zeros (%)	0.9%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0417
Q1	0.1667
median	0.1667
Q3	0.3333
95-th percentile	0.5417
Maximum	1
Range	1
Interquartile range (IQR)	0.1666

Descriptive statistics

Standard deviation	0.1473609272
Coefficient of variation (CV)	0.6305391787
Kurtosis	2.563938166
Mean	0.2337062188
Median Absolute Deviation (MAD)	0.0834
Skewness	1.255861295
Sum	5941.5132
Variance	0.02171524288
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1667	10118	20.8%
0.3333	5480	11.2%
0.0417	2165	4.4%
0.375	1421	2.9%
0.125	1052	2.2%
0.0833	997	2.0%
0.4583	468	1.0%
0	417	0.9%
0.625	320	0.7%
0.6667	292	0.6%
Other values (242)	2693	5.5%
(Missing)	23321	47.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	417	0.9%
0.0083	2	< 0.1%
0.01	1	< 0.1%
0.0104	2	< 0.1%
0.0138	1	< 0.1%
0.0208	20	< 0.1%
0.0275	1	< 0.1%
0.0312	1	< 0.1%
0.0363	2	< 0.1%
0.0417	2165	4.4%

Value	Count	Frequency (%)
1	34	0.1%
0.9583	15	< 0.1%
0.9375	1	< 0.1%
0.9304	3	< 0.1%
0.9167	12	< 0.1%
0.8888	1	< 0.1%
0.875	45	0.1%
0.8542	1	< 0.1%
0.8333	7	< 0.1%
0.8125	1	< 0.1%

FLOORSMIN_AVG
Real number (ℝ_≥0)

MISSING

Distinct	198
Distinct (%)	1.2%
Missing	32466
Missing (%)	66.6%
Infinite	0
Infinite (%)	0.0%
Mean	0.2384230864

Minimum	0
Maximum	1
Zeros	391
Zeros (%)	0.8%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0417
Q1	0.1042
median	0.2083
Q3	0.375
95-th percentile	0.5417
Maximum	1
Range	1
Interquartile range (IQR)	0.2708

Descriptive statistics

Standard deviation	0.1649761738
Coefficient of variation (CV)	0.6919471447
Kurtosis	1.266034775
Mean	0.2384230864
Median Absolute Deviation (MAD)	0.1666
Skewness	0.9320521606
Sum	3881.051
Variance	0.02721713793
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.2083	5337	10.9%
0.375	3068	6.3%
0.0417	2852	5.9%
0.0833	750	1.5%
0.4167	699	1.4%
0.125	513	1.1%
0.1667	498	1.0%
0	391	0.8%
0.5	269	0.6%
0.7083	198	0.4%
Other values (188)	1703	3.5%
(Missing)	32466	66.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	391	0.8%
0.0067	1	< 0.1%
0.0104	1	< 0.1%
0.0158	2	< 0.1%
0.0208	6	< 0.1%
0.0312	3	< 0.1%
0.0333	1	< 0.1%
0.0417	2852	5.9%
0.0479	1	< 0.1%
0.0521	1	< 0.1%

Value	Count	Frequency (%)
1	25	0.1%
0.9583	5	< 0.1%
0.9167	24	< 0.1%
0.8888	1	< 0.1%
0.875	5	< 0.1%
0.8333	4	< 0.1%
0.8125	3	< 0.1%
0.8054	1	< 0.1%
0.7917	13	< 0.1%
0.7775	1	< 0.1%

LANDAREA_AVG
Real number (ℝ_≥0)

MISSING
ZEROS

Distinct	2540
Distinct (%)	12.4%
Missing	28254
Missing (%)	58.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0671920937

Minimum	0
Maximum	1
Zeros	2656
Zeros (%)	5.4%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.019
median	0.0483
Q3	0.0868
95-th percentile	0.1997
Maximum	1
Range	1
Interquartile range (IQR)	0.0678

Descriptive statistics

Standard deviation	0.08190897888
Coefficient of variation (CV)	1.219027037
Kurtosis	32.476082
Mean	0.0671920937
Median Absolute Deviation (MAD)	0.0325
Skewness	4.307576424
Sum	1376.766
Variance	0.006709080821
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2656	5.4%
0.0141	37	0.1%
0.0158	33	0.1%
0.0114	33	0.1%
0.0394	32	0.1%
0.0568	32	0.1%
0.0221	32	0.1%
0.0316	32	0.1%
0.0458	31	0.1%
0.0947	31	0.1%
Other values (2530)	17541	36.0%
(Missing)	28254	58.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2656	5.4%
0.0001	2	< 0.1%
0.0002	2	< 0.1%
0.0004	3	< 0.1%
0.0006	2	< 0.1%
0.0008	2	< 0.1%
0.0009	3	< 0.1%
0.0011	3	< 0.1%
0.0012	6	< 0.1%
0.0013	1	< 0.1%

Value	Count	Frequency (%)
1	20	< 0.1%
0.9777	1	< 0.1%
0.913	1	< 0.1%
0.8947	1	< 0.1%
0.894	3	< 0.1%
0.8873	2	< 0.1%
0.8698	2	< 0.1%
0.8638	2	< 0.1%
0.8546	2	< 0.1%
0.8338	1	< 0.1%

LIVINGAPARTMENTS_AVG
Real number (ℝ_≥0)

MISSING

Distinct	1211
Distinct (%)	7.6%
Missing	32780
Missing (%)	67.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.1058852543

Minimum	0
Maximum	1
Zeros	46
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0126
Q1	0.0504
median	0.0756
Q3	0.1269
95-th percentile	0.2866
Maximum	1
Range	1
Interquartile range (IQR)	0.0765

Descriptive statistics

Standard deviation	0.09828404908
Coefficient of variation (CV)	0.9282128065
Kurtosis	17.48230892
Mean	0.1058852543
Median Absolute Deviation (MAD)	0.0328
Skewness	3.193563184
Sum	1690.3522
Variance	0.009659754304
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0672	718	1.5%
0.0504	678	1.4%
0.0756	472	1.0%
0.0588	393	0.8%
0.121	324	0.7%
0.0841	304	0.6%
0.0605	255	0.5%
0.1009	247	0.5%
0.0908	234	0.5%
0.0067	219	0.4%
Other values (1201)	12120	24.9%
(Missing)	32780	67.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	46	0.1%
0.0008	14	< 0.1%
0.0017	27	0.1%
0.0025	19	< 0.1%
0.0034	59	0.1%
0.0038	1	< 0.1%
0.0042	21	< 0.1%
0.005	33	0.1%
0.0059	17	< 0.1%
0.0063	1	< 0.1%

Value	Count	Frequency (%)
1	22	< 0.1%
0.9901	1	< 0.1%
0.9641	2	< 0.1%
0.9498	1	< 0.1%
0.9347	2	< 0.1%
0.9153	1	< 0.1%
0.8952	1	< 0.1%
0.8725	1	< 0.1%
0.8456	1	< 0.1%
0.8388	1	< 0.1%

LIVINGAREA_AVG
Real number (ℝ_≥0)

MISSING

Distinct	3848
Distinct (%)	15.3%
Missing	23552
Missing (%)	48.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.1122862575

Minimum	0
Maximum	1
Zeros	46
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0089
Q1	0.048575
median	0.077
Q3	0.1376
95-th percentile	0.3406
Maximum	1
Range	1
Interquartile range (IQR)	0.089025

Descriptive statistics

Standard deviation	0.1148598064
Coefficient of variation (CV)	1.022919536
Kurtosis	11.89720287
Mean	0.1122862575
Median Absolute Deviation (MAD)	0.0386
Skewness	2.8263867
Sum	2828.7154
Variance	0.01319277513
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	46	0.1%
0.0701	45	0.1%
0.07	43	0.1%
0.051	41	0.1%
0.0633	39	0.1%
0.054	38	0.1%
0.0709	38	0.1%
0.0624	38	0.1%
0.0081	38	0.1%
0.0508	38	0.1%
Other values (3838)	24788	50.9%
(Missing)	23552	48.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	46	0.1%
0.0001	3	< 0.1%
0.0002	1	< 0.1%
0.0003	2	< 0.1%
0.0004	2	< 0.1%
0.0005	1	< 0.1%
0.0006	4	< 0.1%
0.0007	2	< 0.1%
0.0008	5	< 0.1%
0.0009	6	< 0.1%

Value	Count	Frequency (%)
1	29	0.1%
0.9963	1	< 0.1%
0.9893	1	< 0.1%
0.9824	1	< 0.1%
0.9756	1	< 0.1%
0.9703	2	< 0.1%
0.9598	4	< 0.1%
0.9523	2	< 0.1%
0.9488	1	< 0.1%
0.9471	1	< 0.1%

NONLIVINGAPARTMENTS_AVG
Real number (ℝ_≥0)

MISSING
ZEROS

Distinct	241
Distinct (%)	1.6%
Missing	33347
Missing (%)	68.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.009231480158

Minimum	0
Maximum	1
Zeros	8815
Zeros (%)	18.1%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.0051
95-th percentile	0.0309
Maximum	1
Range	1
Interquartile range (IQR)	0.0051

Descriptive statistics

Standard deviation	0.04874913363
Coefficient of variation (CV)	5.280749435
Kurtosis	241.3098294
Mean	0.009231480158
Median Absolute Deviation (MAD)	0
Skewness	14.30325925
Sum	142.1371
Variance	0.00237647803
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	8815	18.1%
0.0039	2234	4.6%
0.0077	1020	2.1%
0.0116	582	1.2%
0.0154	478	1.0%
0.0193	261	0.5%
0.0232	215	0.4%
0.0019	196	0.4%
0.027	140	0.3%
0.0309	134	0.3%
Other values (231)	1322	2.7%
(Missing)	33347	68.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	8815	18.1%
0.0004	3	< 0.1%
0.0005	3	< 0.1%
0.0006	5	< 0.1%
0.0007	1	< 0.1%
0.0008	11	< 0.1%
0.001	34	0.1%
0.0012	1	< 0.1%
0.0013	77	0.2%
0.0015	13	< 0.1%

Value	Count	Frequency (%)
1	14	< 0.1%
0.9344	1	< 0.1%
0.8803	1	< 0.1%
0.8687	1	< 0.1%
0.8571	1	< 0.1%
0.8224	1	< 0.1%
0.7876	1	< 0.1%
0.749	1	< 0.1%
0.7413	1	< 0.1%
0.7066	1	< 0.1%

NONLIVINGAREA_AVG
Real number (ℝ_≥0)

MISSING
ZEROS

Distinct	2026
Distinct (%)	8.9%
Missing	26084
Missing (%)	53.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.02938729038

Minimum	0
Maximum	1
Zeros	9469
Zeros (%)	19.4%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.0038
Q3	0.029
95-th percentile	0.1323
Maximum	1
Range	1
Interquartile range (IQR)	0.029

Descriptive statistics

Standard deviation	0.07200747319
Coefficient of variation (CV)	2.450293044
Kurtosis	63.03345086
Mean	0.02938729038
Median Absolute Deviation (MAD)	0.0038
Skewness	6.517718195
Sum	665.916
Variance	0.005185076196
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	9469	19.4%
0.0012	102	0.2%
0.0052	75	0.2%
0.0024	75	0.2%
0.001	72	0.1%
0.0044	71	0.1%
0.0031	71	0.1%
0.0022	70	0.1%
0.0036	69	0.1%
0.0013	69	0.1%
Other values (2016)	12517	25.7%
(Missing)	26084	53.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	9469	19.4%
0.0001	25	0.1%
0.0002	20	< 0.1%
0.0003	22	< 0.1%
0.0004	24	< 0.1%
0.0005	33	0.1%
0.0006	50	0.1%
0.0007	41	0.1%
0.0008	27	0.1%
0.0009	47	0.1%

Value	Count	Frequency (%)
1	26	0.1%
0.9813	1	< 0.1%
0.9295	1	< 0.1%
0.9099	1	< 0.1%
0.9043	2	< 0.1%
0.8826	1	< 0.1%
0.8651	1	< 0.1%
0.8431	1	< 0.1%
0.8377	1	< 0.1%
0.8294	1	< 0.1%

APARTMENTS_MODE
Real number (ℝ_≥0)

MISSING

Distinct	636
Distinct (%)	2.6%
Missing	23887
Missing (%)	49.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1190780062

Minimum	0
Maximum	1
Zeros	148
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0084
Q1	0.0588
median	0.0851
Q3	0.1502
95-th percentile	0.3372
Maximum	1
Range	1
Interquartile range (IQR)	0.0914

Descriptive statistics

Standard deviation	0.113464676
Coefficient of variation (CV)	0.9528600587
Kurtosis	12.42471668
Mean	0.1190780062
Median Absolute Deviation (MAD)	0.0431
Skewness	2.814084051
Sum	2959.922
Variance	0.01287423269
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.084	1230	2.5%
0.063	1212	2.5%
0.0945	821	1.7%
0.0735	680	1.4%
0.0084	549	1.1%
0.1513	541	1.1%
0.0756	488	1.0%
0.105	488	1.0%
0.0126	480	1.0%
0.0168	456	0.9%
Other values (626)	17912	36.7%
(Missing)	23887	49.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	148	0.3%
0.0011	42	0.1%
0.0021	142	0.3%
0.0032	61	0.1%
0.0042	172	0.4%
0.0053	41	0.1%
0.0063	72	0.1%
0.0074	39	0.1%
0.0084	549	1.1%
0.0095	54	0.1%

Value	Count	Frequency (%)
1	35	0.1%
0.9884	1	< 0.1%
0.9842	1	< 0.1%
0.9758	2	< 0.1%
0.9737	2	< 0.1%
0.9485	2	< 0.1%
0.938	1	< 0.1%
0.9191	1	< 0.1%
0.9181	1	< 0.1%
0.917	1	< 0.1%

BASEMENTAREA_MODE
Real number (ℝ_≥0)

MISSING
ZEROS

Distinct	2835
Distinct (%)	13.4%
Missing	27641
Missing (%)	56.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.08899807136

Minimum	0
Maximum	1
Zeros	2558
Zeros (%)	5.2%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.0425
median	0.077
Q3	0.11355
95-th percentile	0.23109
Maximum	1
Range	1
Interquartile range (IQR)	0.07105

Descriptive statistics

Standard deviation	0.08265495448
Coefficient of variation (CV)	0.9287274793
Kurtosis	22.01195099
Mean	0.08899807136
Median Absolute Deviation (MAD)	0.0355
Skewness	3.249779358
Sum	1878.1263
Variance	0.006831841501
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2558	5.2%
0.1132	56	0.1%
0.0755	48	0.1%
0.0834	42	0.1%
0.0566	41	0.1%
0.0849	39	0.1%
0.0792	37	0.1%
0.0825	37	0.1%
0.066	37	0.1%
0.0472	35	0.1%
Other values (2825)	18173	37.3%
(Missing)	27641	56.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2558	5.2%
0.0001	15	< 0.1%
0.0002	4	< 0.1%
0.0003	4	< 0.1%
0.0004	6	< 0.1%
0.0005	4	< 0.1%
0.0006	6	< 0.1%
0.0007	2	< 0.1%
0.0008	5	< 0.1%
0.0009	7	< 0.1%

Value	Count	Frequency (%)
1	19	< 0.1%
0.9515	1	< 0.1%
0.8557	2	< 0.1%
0.8474	1	< 0.1%
0.8459	1	< 0.1%
0.8457	1	< 0.1%
0.8189	1	< 0.1%
0.7832	1	< 0.1%
0.7801	1	< 0.1%
0.7568	1	< 0.1%

YEARS_BEGINEXPLUATATION_MODE
Real number (ℝ_≥0)

MISSING

Distinct	160
Distinct (%)	0.6%
Missing	22856
Missing (%)	46.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.9782923478

Minimum	0
Maximum	1
Zeros	76
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0.9687
Q1	0.9762
median	0.9816
Q3	0.9866
95-th percentile	0.996
Maximum	1
Range	1
Interquartile range (IQR)	0.0104

Descriptive statistics

Standard deviation	0.05378245011
Coefficient of variation (CV)	0.05497584666
Kurtosis	318.4780709
Mean	0.9782923478
Median Absolute Deviation (MAD)	0.005
Skewness	-17.67068003
Sum	25326.0323
Variance	0.002892551939
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.9866	729	1.5%
0.9871	720	1.5%
0.9777	691	1.4%
0.9846	687	1.4%
0.9861	675	1.4%
0.9791	675	1.4%
0.9801	669	1.4%
0.9856	667	1.4%
0.9786	659	1.4%
0.9796	644	1.3%
Other values (150)	19072	39.1%
(Missing)	22856	46.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	76	0.2%
0.8923	1	< 0.1%
0.8962	1	< 0.1%
0.8997	1	< 0.1%
0.9101	1	< 0.1%
0.9106	1	< 0.1%
0.9121	1	< 0.1%
0.9131	1	< 0.1%
0.9146	2	< 0.1%
0.9166	1	< 0.1%

Value	Count	Frequency (%)
1	11	< 0.1%
0.9995	97	0.2%
0.999	172	0.4%
0.9985	178	0.4%
0.998	184	0.4%
0.9975	197	0.4%
0.997	184	0.4%
0.9965	191	0.4%
0.996	156	0.3%
0.9955	155	0.3%

YEARS_BUILD_MODE
Real number (ℝ_≥0)

MISSING

Distinct	132
Distinct (%)	0.8%
Missing	31818
Missing (%)	65.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.7583271476

Minimum	0
Maximum	1
Zeros	17
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0.608
Q1	0.6929
median	0.7583
Q3	0.8236
95-th percentile	0.9543
Maximum	1
Range	1
Interquartile range (IQR)	0.1307

Descriptive statistics

Standard deviation	0.1101169917
Coefficient of variation (CV)	0.1452104043
Kurtosis	4.69009251
Mean	0.7583271476
Median Absolute Deviation (MAD)	0.0653
Skewness	-0.9337065794
Sum	12835.4453
Variance	0.01212575185
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.8301	518	1.1%
0.8236	483	1.0%
0.7975	465	1.0%
0.706	464	1.0%
0.8171	463	0.9%
0.7321	460	0.9%
0.719	448	0.9%
0.7517	440	0.9%
0.7256	437	0.9%
0.7452	433	0.9%
Other values (122)	12315	25.3%
(Missing)	31818	65.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	17	< 0.1%
0.0134	2	< 0.1%
0.0199	1	< 0.1%
0.0461	1	< 0.1%
0.0657	1	< 0.1%
0.0918	1	< 0.1%
0.1049	3	< 0.1%
0.1114	1	< 0.1%
0.1179	1	< 0.1%
0.131	1	< 0.1%

Value	Count	Frequency (%)
1	9	< 0.1%
0.9935	77	0.2%
0.9869	112	0.2%
0.9804	132	0.3%
0.9739	131	0.3%
0.9673	134	0.3%
0.9608	138	0.3%
0.9543	140	0.3%
0.9477	115	0.2%
0.9412	110	0.2%

COMMONAREA_MODE
Real number (ℝ_≥0)

MISSING
ZEROS

Distinct	2001
Distinct (%)	13.1%
Missing	33495
Missing (%)	68.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.04522303758

Minimum	0
Maximum	1
Zeros	1604
Zeros (%)	3.3%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.0076
median	0.0203
Q3	0.0517
95-th percentile	0.16352
Maximum	1
Range	1
Interquartile range (IQR)	0.0441

Descriptive statistics

Standard deviation	0.08116860365
Coefficient of variation (CV)	1.794850766
Kurtosis	48.25878021
Mean	0.04522303758
Median Absolute Deviation (MAD)	0.0174
Skewness	5.739179156
Sum	689.6061
Variance	0.006588342219
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1604	3.3%
0.008	87	0.2%
0.0079	86	0.2%
0.0078	81	0.2%
0.0087	70	0.1%
0.0014	67	0.1%
0.0081	65	0.1%
0.0089	62	0.1%
0.0071	61	0.1%
0.0096	59	0.1%
Other values (1991)	13007	26.7%
(Missing)	33495	68.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1604	3.3%
0.0001	12	< 0.1%
0.0002	12	< 0.1%
0.0003	8	< 0.1%
0.0004	8	< 0.1%
0.0005	13	< 0.1%
0.0006	26	0.1%
0.0007	24	< 0.1%
0.0008	28	0.1%
0.0009	22	< 0.1%

Value	Count	Frequency (%)
1	19	< 0.1%
0.9701	1	< 0.1%
0.9639	1	< 0.1%
0.9424	1	< 0.1%
0.9362	1	< 0.1%
0.8963	1	< 0.1%
0.8957	2	< 0.1%
0.8889	1	< 0.1%
0.8818	2	< 0.1%
0.8779	1	< 0.1%

ELEVATORS_MODE
Real number (ℝ_≥0)

MISSING
ZEROS

Distinct	26
Distinct (%)	0.1%
Missing	25189
Missing (%)	51.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.08056993844

Minimum	0
Maximum	1
Zeros	14170
Zeros (%)	29.1%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.1208
95-th percentile	0.3625
Maximum	1
Range	1
Interquartile range (IQR)	0.1208

Descriptive statistics

Standard deviation	0.1375093744
Coefficient of variation (CV)	1.706708197
Kurtosis	7.712062022
Mean	0.08056993844
Median Absolute Deviation (MAD)	0
Skewness	2.432315256
Sum	1897.8249
Variance	0.01890882804
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
0	14170	29.1%
0.0806	1953	4.0%
0.1611	1751	3.6%
0.2417	1118	2.3%
0.1208	954	2.0%
0.0403	795	1.6%
0.2014	670	1.4%
0.3222	503	1.0%
0.282	369	0.8%
0.4028	322	0.7%
Other values (16)	950	1.9%
(Missing)	25189	51.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	14170	29.1%
0.0403	795	1.6%
0.0806	1953	4.0%
0.1208	954	2.0%
0.1611	1751	3.6%
0.2014	670	1.4%
0.2417	1118	2.3%
0.282	369	0.8%
0.3222	503	1.0%
0.3625	227	0.5%

Value	Count	Frequency (%)
1	24	< 0.1%
0.9667	17	< 0.1%
0.9264	2	< 0.1%
0.8862	15	< 0.1%
0.8459	9	< 0.1%
0.8056	28	0.1%
0.7653	8	< 0.1%
0.725	35	0.1%
0.6848	16	< 0.1%
0.6445	77	0.2%

ENTRANCES_MODE
Real number (ℝ_≥0)

MISSING

Distinct	30
Distinct (%)	0.1%
Missing	23579
Missing (%)	48.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.1471606398

Minimum	0
Maximum	1
Zeros	54
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0345
Q1	0.069
median	0.1379
Q3	0.2069
95-th percentile	0.3103
Maximum	1
Range	1
Interquartile range (IQR)	0.1379

Descriptive statistics

Standard deviation	0.1017475981
Coefficient of variation (CV)	0.6914049727
Kurtosis	12.28632865
Mean	0.1471606398
Median Absolute Deviation (MAD)	0.0689
Skewness	2.476923611
Sum	3703.2975
Variance	0.01035257372
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
0.1379	6027	12.4%
0.069	4285	8.8%
0.2069	3372	6.9%
0.1034	3357	6.9%
0.0345	3050	6.3%
0.1724	1496	3.1%
0.2759	1346	2.8%
0.2414	692	1.4%
0.3448	374	0.8%
0.3103	344	0.7%
Other values (20)	822	1.7%
(Missing)	23579	48.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	54	0.1%
0.0345	3050	6.3%
0.069	4285	8.8%
0.1034	3357	6.9%
0.1379	6027	12.4%
0.1724	1496	3.1%
0.2069	3372	6.9%
0.2414	692	1.4%
0.2759	1346	2.8%
0.3103	344	0.7%

Value	Count	Frequency (%)
1	29	0.1%
0.9655	6	< 0.1%
0.931	6	< 0.1%
0.8966	7	< 0.1%
0.8621	2	< 0.1%
0.8276	7	< 0.1%
0.7931	7	< 0.1%
0.7586	13	< 0.1%
0.7241	11	< 0.1%
0.6897	19	< 0.1%

FLOORSMAX_MODE
Real number (ℝ_≥0)

MISSING
ZEROS

Distinct	25
Distinct (%)	0.1%
Missing	23321
Missing (%)	47.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.2293901034

Minimum	0
Maximum	1
Zeros	511
Zeros (%)	1.0%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0417
Q1	0.1667
median	0.1667
Q3	0.3333
95-th percentile	0.5
Maximum	1
Range	1
Interquartile range (IQR)	0.1666

Descriptive statistics

Standard deviation	0.1464849258
Coefficient of variation (CV)	0.6385843314
Kurtosis	2.646959545
Mean	0.2293901034
Median Absolute Deviation (MAD)	0.0834
Skewness	1.269196551
Sum	5831.7846
Variance	0.0214578335
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
0.1667	10774	22.1%
0.3333	5937	12.2%
0.0417	2316	4.8%
0.375	1474	3.0%
0.125	1107	2.3%
0.0833	1041	2.1%
0.4583	513	1.1%
0	511	1.0%
0.625	343	0.7%
0.6667	335	0.7%
Other values (15)	1072	2.2%
(Missing)	23321	47.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	511	1.0%
0.0417	2316	4.8%
0.0833	1041	2.1%
0.125	1107	2.3%
0.1667	10774	22.1%
0.2083	233	0.5%
0.25	102	0.2%
0.2917	73	0.1%
0.3333	5937	12.2%
0.375	1474	3.0%

Value	Count	Frequency (%)
1	35	0.1%
0.9583	16	< 0.1%
0.9167	14	< 0.1%
0.875	43	0.1%
0.8333	3	< 0.1%
0.7917	12	< 0.1%
0.75	20	< 0.1%
0.7083	52	0.1%
0.6667	335	0.7%
0.625	343	0.7%

FLOORSMIN_MODE
Real number (ℝ_≥0)

MISSING

Distinct	25
Distinct (%)	0.2%
Missing	32466
Missing (%)	66.6%
Infinite	0
Infinite (%)	0.0%
Mean	0.233853987

Minimum	0
Maximum	1
Zeros	431
Zeros (%)	0.9%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0417
Q1	0.0833
median	0.2083
Q3	0.375
95-th percentile	0.5
Maximum	1
Range	1
Interquartile range (IQR)	0.2917

Descriptive statistics

Standard deviation	0.1650336653
Coefficient of variation (CV)	0.7057124295
Kurtosis	1.237876835
Mean	0.233853987
Median Absolute Deviation (MAD)	0.1666
Skewness	0.938847109
Sum	3806.6752
Variance	0.02723611068
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
0.2083	5605	11.5%
0.375	3270	6.7%
0.0417	3078	6.3%
0.0833	788	1.6%
0.4167	722	1.5%
0.1667	510	1.0%
0.125	504	1.0%
0	431	0.9%
0.5	296	0.6%
0.7083	226	0.5%
Other values (15)	848	1.7%
(Missing)	32466	66.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	431	0.9%
0.0417	3078	6.3%
0.0833	788	1.6%
0.125	504	1.0%
0.1667	510	1.0%
0.2083	5605	11.5%
0.25	128	0.3%
0.2917	74	0.2%
0.3333	49	0.1%
0.375	3270	6.7%

Value	Count	Frequency (%)
1	24	< 0.1%
0.9583	5	< 0.1%
0.9167	22	< 0.1%
0.875	2	< 0.1%
0.8333	4	< 0.1%
0.7917	17	< 0.1%
0.75	23	< 0.1%
0.7083	226	0.5%
0.6667	206	0.4%
0.625	38	0.1%

LANDAREA_MODE
Real number (ℝ_≥0)

MISSING
ZEROS

Distinct	2560
Distinct (%)	12.5%
Missing	28254
Missing (%)	58.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.06591410932

Minimum	0
Maximum	1
Zeros	2971
Zeros (%)	6.1%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.016525
median	0.0462
Q3	0.0856
95-th percentile	0.20181
Maximum	1
Range	1
Interquartile range (IQR)	0.069075

Descriptive statistics

Standard deviation	0.08287959726
Coefficient of variation (CV)	1.257387805
Kurtosis	30.7356939
Mean	0.06591410932
Median Absolute Deviation (MAD)	0.0326
Skewness	4.210701367
Sum	1350.5801
Variance	0.006869027642
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2971	6.1%
0.0194	42	0.1%
0.0968	34	0.1%
0.0497	33	0.1%
0.0339	33	0.1%
0.0144	33	0.1%
0.0248	33	0.1%
0.0165	32	0.1%
0.0161	32	0.1%
0.0081	32	0.1%
Other values (2550)	17215	35.3%
(Missing)	28254	58.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2971	6.1%
0.0001	3	< 0.1%
0.0002	2	< 0.1%
0.0004	2	< 0.1%
0.0006	3	< 0.1%
0.0008	3	< 0.1%
0.0009	2	< 0.1%
0.001	3	< 0.1%
0.0011	2	< 0.1%
0.0012	4	< 0.1%

Value	Count	Frequency (%)
1	18	< 0.1%
0.9338	1	< 0.1%
0.9152	1	< 0.1%
0.9144	3	< 0.1%
0.9076	2	< 0.1%
0.8896	2	< 0.1%
0.8835	2	< 0.1%
0.8741	2	< 0.1%
0.8528	1	< 0.1%
0.8277	1	< 0.1%

LIVINGAPARTMENTS_MODE
Real number (ℝ_≥0)

MISSING

Distinct	602
Distinct (%)	3.8%
Missing	32780
Missing (%)	67.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.1108742295

Minimum	0
Maximum	1
Zeros	66
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0.011
Q1	0.0551
median	0.0817
Q3	0.1322
95-th percentile	0.306565
Maximum	1
Range	1
Interquartile range (IQR)	0.0771

Descriptive statistics

Standard deviation	0.1039802353
Coefficient of variation (CV)	0.9378214913
Kurtosis	15.13934602
Mean	0.1108742295
Median Absolute Deviation (MAD)	0.0358
Skewness	3.040079841
Sum	1769.9962
Variance	0.01081188933
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0735	811	1.7%
0.0551	803	1.6%
0.0826	501	1.0%
0.0643	417	0.9%
0.1322	365	0.7%
0.0918	353	0.7%
0.0661	335	0.7%
0.0992	271	0.6%
0.1102	251	0.5%
0.0073	245	0.5%
Other values (592)	11612	23.8%
(Missing)	32780	67.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	66	0.1%
0.0009	21	< 0.1%
0.0018	36	0.1%
0.0028	24	< 0.1%
0.0037	64	0.1%
0.0046	19	< 0.1%
0.0055	33	0.1%
0.0064	20	< 0.1%
0.0073	245	0.5%
0.0083	23	< 0.1%

Value	Count	Frequency (%)
1	25	0.1%
0.978	1	< 0.1%
0.9532	1	< 0.1%
0.9238	1	< 0.1%
0.9164	1	< 0.1%
0.9155	1	< 0.1%
0.8972	1	< 0.1%
0.8641	1	< 0.1%
0.8503	1	< 0.1%
0.8485	1	< 0.1%

LIVINGAREA_MODE
Real number (ℝ_≥0)

MISSING

Distinct	3842
Distinct (%)	15.3%
Missing	23552
Missing (%)	48.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.1106867815

Minimum	0
Maximum	1
Zeros	69
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0083
Q1	0.0456
median	0.0751
Q3	0.1306
95-th percentile	0.340745
Maximum	1
Range	1
Interquartile range (IQR)	0.085

Descriptive statistics

Standard deviation	0.1166987866
Coefficient of variation (CV)	1.054315475
Kurtosis	12.18907658
Mean	0.1106867815
Median Absolute Deviation (MAD)	0.0395
Skewness	2.894144848
Sum	2788.4214
Variance	0.0136186068
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	69	0.1%
0.073	45	0.1%
0.053	45	0.1%
0.0531	44	0.1%
0.0102	41	0.1%
0.0521	41	0.1%
0.0556	39	0.1%
0.0529	39	0.1%
0.0561	38	0.1%
0.0563	38	0.1%
Other values (3832)	24753	50.8%
(Missing)	23552	48.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	69	0.1%
0.0001	5	< 0.1%
0.0002	1	< 0.1%
0.0003	3	< 0.1%
0.0004	2	< 0.1%
0.0005	1	< 0.1%
0.0006	3	< 0.1%
0.0007	6	< 0.1%
0.0008	7	< 0.1%
0.0009	5	< 0.1%

Value	Count	Frequency (%)
1	36	0.1%
0.9922	2	< 0.1%
0.9886	1	< 0.1%
0.9868	1	< 0.1%
0.9845	1	< 0.1%
0.9756	1	< 0.1%
0.9667	1	< 0.1%
0.9412	3	< 0.1%
0.933	2	< 0.1%
0.9315	1	< 0.1%

NONLIVINGAPARTMENTS_MODE
Real number (ℝ_≥0)

MISSING
ZEROS

Distinct	106
Distinct (%)	0.7%
Missing	33347
Missing (%)	68.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.008357543677

Minimum	0
Maximum	1
Zeros	9638
Zeros (%)	19.8%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.0039
95-th percentile	0.0272
Maximum	1
Range	1
Interquartile range (IQR)	0.0039

Descriptive statistics

Standard deviation	0.0466572476
Coefficient of variation (CV)	5.582650765
Kurtosis	266.6176102
Mean	0.008357543677
Median Absolute Deviation (MAD)	0
Skewness	15.05885144
Sum	128.6811
Variance	0.002176898754
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	9638	19.8%
0.0039	2334	4.8%
0.0078	1039	2.1%
0.0117	572	1.2%
0.0156	465	1.0%
0.0195	260	0.5%
0.0233	215	0.4%
0.0311	137	0.3%
0.0272	134	0.3%
0.035	92	0.2%
Other values (96)	511	1.0%
(Missing)	33347	68.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	9638	19.8%
0.0039	2334	4.8%
0.0078	1039	2.1%
0.0117	572	1.2%
0.0156	465	1.0%
0.0195	260	0.5%
0.0233	215	0.4%
0.0272	134	0.3%
0.0311	137	0.3%
0.035	92	0.2%

Value	Count	Frequency (%)
1	12	< 0.1%
0.9416	1	< 0.1%
0.9339	1	< 0.1%
0.8872	1	< 0.1%
0.8755	1	< 0.1%
0.8638	1	< 0.1%
0.8288	1	< 0.1%
0.7938	1	< 0.1%
0.7549	1	< 0.1%
0.7471	1	< 0.1%

NONLIVINGAREA_MODE
Real number (ℝ_≥0)

MISSING
ZEROS

Distinct	2025
Distinct (%)	8.9%
Missing	26084
Missing (%)	53.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.02816147838

Minimum	0
Maximum	1
Zeros	10922
Zeros (%)	22.4%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.0012
Q3	0.0245
95-th percentile	0.13421
Maximum	1
Range	1
Interquartile range (IQR)	0.0245

Descriptive statistics

Standard deviation	0.07350403225
Coefficient of variation (CV)	2.61009139
Kurtosis	61.46885203
Mean	0.02816147838
Median Absolute Deviation (MAD)	0.0012
Skewness	6.499670899
Sum	638.1391
Variance	0.005402842757
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	10922	22.4%
0.0011	99	0.2%
0.0013	73	0.1%
0.0012	70	0.1%
0.0026	69	0.1%
0.0033	67	0.1%
0.0047	64	0.1%
0.0038	63	0.1%
0.0046	63	0.1%
0.0055	63	0.1%
Other values (2015)	11107	22.8%
(Missing)	26084	53.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	10922	22.4%
0.0001	20	< 0.1%
0.0002	19	< 0.1%
0.0003	6	< 0.1%
0.0004	14	< 0.1%
0.0005	24	< 0.1%
0.0006	42	0.1%
0.0007	32	0.1%
0.0008	40	0.1%
0.0009	24	< 0.1%

Value	Count	Frequency (%)
1	26	0.1%
0.984	1	< 0.1%
0.9633	1	< 0.1%
0.9343	1	< 0.1%
0.9159	1	< 0.1%
0.8925	1	< 0.1%
0.8868	1	< 0.1%
0.878	1	< 0.1%
0.8455	1	< 0.1%
0.8363	2	< 0.1%

APARTMENTS_MEDI
Real number (ℝ_≥0)

MISSING

Distinct	918
Distinct (%)	3.7%
Missing	23887
Missing (%)	49.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1228086776

Minimum	0
Maximum	1
Zeros	123
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0115
Q1	0.0625
median	0.0926
Q3	0.1499
95-th percentile	0.3373
Maximum	1
Range	1
Interquartile range (IQR)	0.0874

Descriptive statistics

Standard deviation	0.1141841663
Coefficient of variation (CV)	0.9297727858
Kurtosis	11.8138335
Mean	0.1228086776
Median Absolute Deviation (MAD)	0.0426
Skewness	2.737732781
Sum	3052.6553
Variance	0.01303802384
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0833	1169	2.4%
0.0625	1090	2.2%
0.0937	811	1.7%
0.0729	670	1.4%
0.1499	523	1.1%
0.1041	493	1.0%
0.0083	487	1.0%
0.0125	444	0.9%
0.0167	430	0.9%
0.0749	402	0.8%
Other values (908)	18338	37.6%
(Missing)	23887	49.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	123	0.3%
0.001	29	0.1%
0.0016	2	< 0.1%
0.0021	105	0.2%
0.0026	1	< 0.1%
0.0031	54	0.1%
0.0036	3	< 0.1%
0.0042	146	0.3%
0.0047	4	< 0.1%
0.0052	29	0.1%

Value	Count	Frequency (%)
1	35	0.1%
0.9795	1	< 0.1%
0.9753	1	< 0.1%
0.967	2	< 0.1%
0.9654	1	< 0.1%
0.9649	2	< 0.1%
0.9399	2	< 0.1%
0.9295	1	< 0.1%
0.9108	1	< 0.1%
0.9098	1	< 0.1%

BASEMENTAREA_MEDI
Real number (ℝ_≥0)

MISSING
ZEROS

Distinct	2805
Distinct (%)	13.3%
Missing	27641
Missing (%)	56.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.08952910013

Minimum	0
Maximum	1
Zeros	2279
Zeros (%)	4.7%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.04615
median	0.0778
Q3	0.113
95-th percentile	0.22548
Maximum	1
Range	1
Interquartile range (IQR)	0.06685

Descriptive statistics

Standard deviation	0.08102219026
Coefficient of variation (CV)	0.9049816221
Kurtosis	24.48448654
Mean	0.08952910013
Median Absolute Deviation (MAD)	0.0333
Skewness	3.410186032
Sum	1889.3326
Variance	0.006564595314
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2279	4.7%
0.1091	60	0.1%
0.0545	47	0.1%
0.0727	47	0.1%
0.0818	46	0.1%
0.0655	44	0.1%
0.0804	44	0.1%
0.0803	42	0.1%
0.0795	41	0.1%
0.0635	40	0.1%
Other values (2795)	18413	37.8%
(Missing)	27641	56.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2279	4.7%
0.0001	16	< 0.1%
0.0002	3	< 0.1%
0.0003	3	< 0.1%
0.0004	7	< 0.1%
0.0005	8	< 0.1%
0.0006	1	< 0.1%
0.0007	2	< 0.1%
0.0008	7	< 0.1%
0.0009	7	< 0.1%

Value	Count	Frequency (%)
1	21	< 0.1%
0.9636	1	< 0.1%
0.9169	1	< 0.1%
0.8246	2	< 0.1%
0.8165	1	< 0.1%
0.8152	1	< 0.1%
0.815	1	< 0.1%
0.7891	1	< 0.1%
0.7547	1	< 0.1%
0.7517	1	< 0.1%

YEARS_BEGINEXPLUATATION_MEDI
Real number (ℝ_≥0)

MISSING

Distinct	169
Distinct (%)	0.7%
Missing	22856
Missing (%)	46.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.9788220372

Minimum	0
Maximum	1
Zeros	61
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0.9692
Q1	0.9767
median	0.9816
Q3	0.9866
95-th percentile	0.996
Maximum	1
Range	1
Interquartile range (IQR)	0.0099

Descriptive statistics

Standard deviation	0.04966286479
Coefficient of variation (CV)	0.05073737911
Kurtosis	357.7420664
Mean	0.9788220372
Median Absolute Deviation (MAD)	0.005
Skewness	-18.55853482
Sum	25339.7449
Variance	0.002466400139
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.9866	733	1.5%
0.9871	714	1.5%
0.9846	696	1.4%
0.9856	685	1.4%
0.9776	675	1.4%
0.9791	671	1.4%
0.9861	671	1.4%
0.9851	661	1.4%
0.9806	660	1.4%
0.9801	658	1.3%
Other values (159)	19064	39.1%
(Missing)	22856	46.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	61	0.1%
0.4704	1	< 0.1%
0.4863	1	< 0.1%
0.4878	2	< 0.1%
0.4893	1	< 0.1%
0.4903	1	< 0.1%
0.4908	1	< 0.1%
0.4913	1	< 0.1%
0.4918	1	< 0.1%
0.4933	2	< 0.1%

Value	Count	Frequency (%)
1	11	< 0.1%
0.9995	98	0.2%
0.999	176	0.4%
0.9985	183	0.4%
0.998	191	0.4%
0.9975	204	0.4%
0.997	181	0.4%
0.9965	188	0.4%
0.996	152	0.3%
0.9955	161	0.3%

YEARS_BUILD_MEDI
Real number (ℝ_≥0)

MISSING

Distinct	129
Distinct (%)	0.8%
Missing	31818
Missing (%)	65.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.7543436193

Minimum	0
Maximum	1
Zeros	19
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0.6042
Q1	0.6914
median	0.7585
Q3	0.8189
95-th percentile	0.953
Maximum	1
Range	1
Interquartile range (IQR)	0.1275

Descriptive statistics

Standard deviation	0.1119976763
Coefficient of variation (CV)	0.14847037
Kurtosis	4.358014488
Mean	0.7543436193
Median Absolute Deviation (MAD)	0.0671
Skewness	-0.8919269918
Sum	12768.0201
Variance	0.01254347949
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.8256	516	1.1%
0.8189	487	1.0%
0.8121	465	1.0%
0.7249	459	0.9%
0.792	456	0.9%
0.7451	445	0.9%
0.6981	443	0.9%
0.7987	443	0.9%
0.7786	442	0.9%
0.8054	442	0.9%
Other values (119)	12328	25.3%
(Missing)	31818	65.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	19	< 0.1%
0.0205	1	< 0.1%
0.0674	1	< 0.1%
0.0809	2	< 0.1%
0.0943	1	< 0.1%
0.1077	1	< 0.1%
0.1144	1	< 0.1%
0.1211	1	< 0.1%
0.1278	1	< 0.1%
0.1547	1	< 0.1%

Value	Count	Frequency (%)
1	9	< 0.1%
0.9933	76	0.2%
0.9866	114	0.2%
0.9799	136	0.3%
0.9732	135	0.3%
0.9665	144	0.3%
0.9597	136	0.3%
0.953	138	0.3%
0.9463	116	0.2%
0.9396	107	0.2%

COMMONAREA_MEDI
Real number (ℝ_≥0)

MISSING
ZEROS

Distinct	2034
Distinct (%)	13.3%
Missing	33495
Missing (%)	68.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.04742038166

Minimum	0
Maximum	1
Zeros	1425
Zeros (%)	2.9%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.008
median	0.0223
Q3	0.0538
95-th percentile	0.17416
Maximum	1
Range	1
Interquartile range (IQR)	0.0458

Descriptive statistics

Standard deviation	0.08289220472
Coefficient of variation (CV)	1.74802905
Kurtosis	44.56578461
Mean	0.04742038166
Median Absolute Deviation (MAD)	0.0181
Skewness	5.516534087
Sum	723.1134
Variance	0.006871117604
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1425	2.9%
0.0079	94	0.2%
0.008	85	0.2%
0.0078	70	0.1%
0.0014	59	0.1%
0.0087	58	0.1%
0.0077	55	0.1%
0.0086	54	0.1%
0.0081	53	0.1%
0.0126	52	0.1%
Other values (2024)	13244	27.2%
(Missing)	33495	68.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1425	2.9%
0.0001	13	< 0.1%
0.0002	12	< 0.1%
0.0003	7	< 0.1%
0.0004	9	< 0.1%
0.0005	14	< 0.1%
0.0006	25	0.1%
0.0007	24	< 0.1%
0.0008	26	0.1%
0.0009	24	< 0.1%

Value	Count	Frequency (%)
1	19	< 0.1%
0.9674	1	< 0.1%
0.9613	1	< 0.1%
0.9398	1	< 0.1%
0.9336	1	< 0.1%
0.8938	1	< 0.1%
0.8932	2	< 0.1%
0.8864	1	< 0.1%
0.8794	2	< 0.1%
0.8755	1	< 0.1%

ELEVATORS_MEDI
Real number (ℝ_≥0)

MISSING
ZEROS

Distinct	43
Distinct (%)	0.2%
Missing	25189
Missing (%)	51.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.08412821057

Minimum	0
Maximum	1
Zeros	13738
Zeros (%)	28.2%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.16
95-th percentile	0.36
Maximum	1
Range	1
Interquartile range (IQR)	0.16

Descriptive statistics

Standard deviation	0.139014376
Coefficient of variation (CV)	1.652410945
Kurtosis	7.132539946
Mean	0.08412821057
Median Absolute Deviation (MAD)	0
Skewness	2.338352979
Sum	1981.64
Variance	0.01932499672
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
0	13738	28.2%
0.08	1844	3.8%
0.16	1686	3.5%
0.24	1127	2.3%
0.12	978	2.0%
0.04	782	1.6%
0.2	718	1.5%
0.32	513	1.1%
0.28	398	0.8%
0.4	334	0.7%
Other values (33)	1437	2.9%
(Missing)	25189	51.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13738	28.2%
0.02	65	0.1%
0.04	782	1.6%
0.06	69	0.1%
0.08	1844	3.8%
0.1	84	0.2%
0.12	978	2.0%
0.14	64	0.1%
0.16	1686	3.5%
0.18	61	0.1%

Value	Count	Frequency (%)
1	24	< 0.1%
0.96	17	< 0.1%
0.92	2	< 0.1%
0.88	16	< 0.1%
0.84	11	< 0.1%
0.8	28	0.1%
0.78	1	< 0.1%
0.76	6	< 0.1%
0.74	1	< 0.1%
0.72	36	0.1%

ENTRANCES_MEDI
Real number (ℝ_≥0)

MISSING

Distinct	43
Distinct (%)	0.2%
Missing	23579
Missing (%)	48.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.1512001629

Minimum	0
Maximum	1
Zeros	38
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0345
Q1	0.069
median	0.1379
Q3	0.2069
95-th percentile	0.3103
Maximum	1
Range	1
Interquartile range (IQR)	0.1379

Descriptive statistics

Standard deviation	0.1009306766
Coefficient of variation (CV)	0.6675302105
Kurtosis	12.41190863
Mean	0.1512001629
Median Absolute Deviation (MAD)	0.0689
Skewness	2.480982318
Sum	3804.9521
Variance	0.01018700147
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
0.1379	5959	12.2%
0.069	3869	7.9%
0.2069	3372	6.9%
0.1034	3312	6.8%
0.0345	2515	5.2%
0.1724	1616	3.3%
0.2759	1345	2.8%
0.2414	733	1.5%
0.3448	381	0.8%
0.3103	362	0.7%
Other values (33)	1701	3.5%
(Missing)	23579	48.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	38	0.1%
0.0345	2515	5.2%
0.0517	104	0.2%
0.069	3869	7.9%
0.0862	208	0.4%
0.1034	3312	6.8%
0.1207	226	0.5%
0.1379	5959	12.2%
0.1552	148	0.3%
0.1724	1616	3.3%

Value	Count	Frequency (%)
1	29	0.1%
0.9655	6	< 0.1%
0.931	6	< 0.1%
0.8966	7	< 0.1%
0.8621	2	< 0.1%
0.8276	7	< 0.1%
0.7931	7	< 0.1%
0.7586	13	< 0.1%
0.7241	11	< 0.1%
0.6897	19	< 0.1%

FLOORSMAX_MEDI
Real number (ℝ_≥0)

MISSING

Distinct	47
Distinct (%)	0.2%
Missing	23321
Missing (%)	47.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.2331536404

Minimum	0
Maximum	1
Zeros	425
Zeros (%)	0.9%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0417
Q1	0.1667
median	0.1667
Q3	0.3333
95-th percentile	0.5417
Maximum	1
Range	1
Interquartile range (IQR)	0.1666

Descriptive statistics

Standard deviation	0.1476290127
Coefficient of variation (CV)	0.6331833911
Kurtosis	2.5875297
Mean	0.2331536404
Median Absolute Deviation (MAD)	0.0834
Skewness	1.265356351
Sum	5927.465
Variance	0.02179432538
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=47)

Value	Count	Frequency (%)
0.1667	10443	21.4%
0.3333	5753	11.8%
0.0417	2203	4.5%
0.375	1463	3.0%
0.125	1065	2.2%
0.0833	1017	2.1%
0.4583	502	1.0%
0	425	0.9%
0.625	336	0.7%
0.6667	329	0.7%
Other values (37)	1887	3.9%
(Missing)	23321	47.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	425	0.9%
0.0208	20	< 0.1%
0.0417	2203	4.5%
0.0625	30	0.1%
0.0833	1017	2.1%
0.1042	62	0.1%
0.125	1065	2.2%
0.1458	58	0.1%
0.1667	10443	21.4%
0.1875	50	0.1%

Value	Count	Frequency (%)
1	36	0.1%
0.9583	17	< 0.1%
0.9375	1	< 0.1%
0.9167	13	< 0.1%
0.875	44	0.1%
0.8542	1	< 0.1%
0.8333	6	< 0.1%
0.8125	1	< 0.1%
0.7917	14	< 0.1%
0.7708	4	< 0.1%

FLOORSMIN_MEDI
Real number (ℝ_≥0)

MISSING

Distinct	44
Distinct (%)	0.3%
Missing	32466
Missing (%)	66.6%
Infinite	0
Infinite (%)	0.0%
Mean	0.2378458902

Minimum	0
Maximum	1
Zeros	397
Zeros (%)	0.8%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0417
Q1	0.0833
median	0.2083
Q3	0.375
95-th percentile	0.5417
Maximum	1
Range	1
Interquartile range (IQR)	0.2917

Descriptive statistics

Standard deviation	0.1652405975
Coefficient of variation (CV)	0.6947380817
Kurtosis	1.227629807
Mean	0.2378458902
Median Absolute Deviation (MAD)	0.1666
Skewness	0.9281840223
Sum	3871.6554
Variance	0.02730445505
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
0.2083	5500	11.3%
0.375	3205	6.6%
0.0417	2920	6.0%
0.0833	755	1.5%
0.4167	722	1.5%
0.125	527	1.1%
0.1667	506	1.0%
0	397	0.8%
0.5	288	0.6%
0.7083	219	0.4%
Other values (34)	1239	2.5%
(Missing)	32466	66.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	397	0.8%
0.0208	6	< 0.1%
0.0417	2920	6.0%
0.0625	7	< 0.1%
0.0833	755	1.5%
0.1042	24	< 0.1%
0.125	527	1.1%
0.1458	27	0.1%
0.1667	506	1.0%
0.1875	18	< 0.1%

Value	Count	Frequency (%)
1	24	< 0.1%
0.9583	5	< 0.1%
0.9167	23	< 0.1%
0.875	5	< 0.1%
0.8333	5	< 0.1%
0.8125	3	< 0.1%
0.7917	14	< 0.1%
0.75	28	0.1%
0.7292	1	< 0.1%
0.7083	219	0.4%

LANDAREA_MEDI
Real number (ℝ_≥0)

MISSING
ZEROS

Distinct	2562
Distinct (%)	12.5%
Missing	28254
Missing (%)	58.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.06806901903

Minimum	0
Maximum	1
Zeros	2708
Zeros (%)	5.6%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.019
median	0.0488
Q3	0.088
95-th percentile	0.20331
Maximum	1
Range	1
Interquartile range (IQR)	0.069

Descriptive statistics

Standard deviation	0.08286871427
Coefficient of variation (CV)	1.217421897
Kurtosis	30.80634914
Mean	0.06806901903
Median Absolute Deviation (MAD)	0.033
Skewness	4.20144425
Sum	1394.7342
Variance	0.006867223805
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2708	5.6%
0.0321	36	0.1%
0.0193	34	0.1%
0.0116	33	0.1%
0.0578	32	0.1%
0.0143	32	0.1%
0.0161	31	0.1%
0.0337	31	0.1%
0.0401	30	0.1%
0.0482	30	0.1%
Other values (2552)	17493	35.9%
(Missing)	28254	58.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2708	5.6%
0.0001	2	< 0.1%
0.0002	2	< 0.1%
0.0003	1	< 0.1%
0.0004	3	< 0.1%
0.0006	2	< 0.1%
0.0008	2	< 0.1%
0.0009	2	< 0.1%
0.001	2	< 0.1%
0.0011	2	< 0.1%

Value	Count	Frequency (%)
1	18	< 0.1%
0.9947	1	< 0.1%
0.9289	1	< 0.1%
0.9103	1	< 0.1%
0.9095	3	< 0.1%
0.9028	2	< 0.1%
0.8849	2	< 0.1%
0.8789	2	< 0.1%
0.8695	2	< 0.1%
0.8483	1	< 0.1%

LIVINGAPARTMENTS_MEDI
Real number (ℝ_≥0)

MISSING

Distinct	843
Distinct (%)	5.3%
Missing	32780
Missing (%)	67.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.1070632924

Minimum	0
Maximum	1
Zeros	47
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0.012
Q1	0.0513
median	0.077
Q3	0.1266
95-th percentile	0.2916
Maximum	1
Range	1
Interquartile range (IQR)	0.0753

Descriptive statistics

Standard deviation	0.09973684264
Coefficient of variation (CV)	0.931568985
Kurtosis	17.03044478
Mean	0.1070632924
Median Absolute Deviation (MAD)	0.0325
Skewness	3.17142934
Sum	1709.1584
Variance	0.00994743778
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0684	769	1.6%
0.0513	725	1.5%
0.077	504	1.0%
0.0599	410	0.8%
0.0855	348	0.7%
0.1231	342	0.7%
0.0616	283	0.6%
0.1026	257	0.5%
0.0923	252	0.5%
0.0068	221	0.5%
Other values (833)	11853	24.3%
(Missing)	32780	67.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	47	0.1%
0.0009	14	< 0.1%
0.0017	27	0.1%
0.0026	19	< 0.1%
0.0034	59	0.1%
0.0038	1	< 0.1%
0.0043	21	< 0.1%
0.0051	32	0.1%
0.006	18	< 0.1%
0.0064	1	< 0.1%

Value	Count	Frequency (%)
1	23	< 0.1%
0.9808	2	< 0.1%
0.9662	1	< 0.1%
0.9509	2	< 0.1%
0.9312	1	< 0.1%
0.9107	1	< 0.1%
0.8876	1	< 0.1%
0.8602	1	< 0.1%
0.8534	1	< 0.1%
0.8525	1	< 0.1%

LIVINGAREA_MEDI
Real number (ℝ_≥0)

MISSING

Distinct	3885
Distinct (%)	15.4%
Missing	23552
Missing (%)	48.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.1133677318

Minimum	0
Maximum	1
Zeros	49
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0089
Q1	0.049
median	0.0776
Q3	0.137425
95-th percentile	0.345535
Maximum	1
Range	1
Interquartile range (IQR)	0.088425

Descriptive statistics

Standard deviation	0.116502878
Coefficient of variation (CV)	1.02765466
Kurtosis	11.77154937
Mean	0.1133677318
Median Absolute Deviation (MAD)	0.039
Skewness	2.828403346
Sum	2855.9599
Variance	0.01357292057
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	49	0.1%
0.0519	44	0.1%
0.0548	44	0.1%
0.0713	42	0.1%
0.0518	39	0.1%
0.0525	39	0.1%
0.0645	39	0.1%
0.0644	39	0.1%
0.0515	38	0.1%
0.0532	38	0.1%
Other values (3875)	24781	50.8%
(Missing)	23552	48.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	49	0.1%
0.0001	3	< 0.1%
0.0002	1	< 0.1%
0.0003	2	< 0.1%
0.0004	2	< 0.1%
0.0005	1	< 0.1%
0.0006	3	< 0.1%
0.0007	3	< 0.1%
0.0008	5	< 0.1%
0.0009	5	< 0.1%

Value	Count	Frequency (%)
1	31	0.1%
0.9931	1	< 0.1%
0.9877	2	< 0.1%
0.977	4	< 0.1%
0.9694	2	< 0.1%
0.9659	1	< 0.1%
0.9641	1	< 0.1%
0.9619	1	< 0.1%
0.9532	1	< 0.1%
0.9445	1	< 0.1%

NONLIVINGAPARTMENTS_MEDI
Real number (ℝ_≥0)

MISSING
ZEROS

Distinct	134
Distinct (%)	0.9%
Missing	33347
Missing (%)	68.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.008978853023

Minimum	0
Maximum	1
Zeros	9117
Zeros (%)	18.7%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.0039
95-th percentile	0.0311
Maximum	1
Range	1
Interquartile range (IQR)	0.0039

Descriptive statistics

Standard deviation	0.04814847274
Coefficient of variation (CV)	5.362430214
Kurtosis	244.4773698
Mean	0.008978853023
Median Absolute Deviation (MAD)	0
Skewness	14.40374565
Sum	138.2474
Variance	0.002318275427
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	9117	18.7%
0.0039	2341	4.8%
0.0078	1054	2.2%
0.0116	592	1.2%
0.0155	483	1.0%
0.0194	263	0.5%
0.0233	217	0.4%
0.0019	208	0.4%
0.0272	141	0.3%
0.0311	133	0.3%
Other values (124)	848	1.7%
(Missing)	33347	68.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	9117	18.7%
0.0019	208	0.4%
0.0039	2341	4.8%
0.0058	92	0.2%
0.0078	1054	2.2%
0.0097	33	0.1%
0.0116	592	1.2%
0.0136	31	0.1%
0.0155	483	1.0%
0.0175	14	< 0.1%

Value	Count	Frequency (%)
1	13	< 0.1%
0.9394	1	< 0.1%
0.8851	1	< 0.1%
0.8734	1	< 0.1%
0.8618	1	< 0.1%
0.8268	1	< 0.1%
0.7919	1	< 0.1%
0.7531	1	< 0.1%
0.7453	1	< 0.1%
0.7104	1	< 0.1%

NONLIVINGAREA_MEDI
Real number (ℝ_≥0)

MISSING
ZEROS

Distinct	2030
Distinct (%)	9.0%
Missing	26084
Missing (%)	53.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.02929628861

Minimum	0
Maximum	1
Zeros	9867
Zeros (%)	20.2%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.0031
Q3	0.028025
95-th percentile	0.1343
Maximum	1
Range	1
Interquartile range (IQR)	0.028025

Descriptive statistics

Standard deviation	0.07299797314
Coefficient of variation (CV)	2.491714022
Kurtosis	61.71166145
Mean	0.02929628861
Median Absolute Deviation (MAD)	0.0031
Skewness	6.46961372
Sum	663.8539
Variance	0.005328704083
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	9867	20.2%
0.0012	97	0.2%
0.0023	82	0.2%
0.0025	77	0.2%
0.0037	75	0.2%
0.0013	73	0.1%
0.0031	72	0.1%
0.001	70	0.1%
0.0022	69	0.1%
0.0043	68	0.1%
Other values (2020)	12110	24.8%
(Missing)	26084	53.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	9867	20.2%
0.0001	23	< 0.1%
0.0002	12	< 0.1%
0.0003	13	< 0.1%
0.0004	24	< 0.1%
0.0005	28	0.1%
0.0006	32	0.1%
0.0007	53	0.1%
0.0008	22	< 0.1%
0.0009	39	0.1%

Value	Count	Frequency (%)
1	27	0.1%
0.949	1	< 0.1%
0.929	1	< 0.1%
0.9233	2	< 0.1%
0.9011	1	< 0.1%
0.8833	1	< 0.1%
0.8607	1	< 0.1%
0.8552	1	< 0.1%
0.8468	1	< 0.1%
0.8154	1	< 0.1%

FONDKAPREMONT_MODE
Categorical

MISSING

Distinct	4
Distinct (%)	< 0.1%
Missing	32797
Missing (%)	67.3%
Memory size	2.1 MiB

reg oper account	12124
reg oper spec account	1990
org spec account	920
not specified	913

Characters and Unicode

Total characters	262363
Distinct characters	15
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	reg oper account
2nd row	not specified
3rd row	reg oper account
4th row	reg oper account
5th row	reg oper account

Value	Count	Frequency (%)
reg oper account	12124	24.9%
reg oper spec account	1990	4.1%
org spec account	920	1.9%
not specified	913	1.9%
(Missing)	32797	67.3%

Value	Count	Frequency (%)
account	15034	30.7%
reg	14114	28.9%
oper	14114	28.9%
spec	2910	5.9%
org	920	1.9%
specified	913	1.9%
not	913	1.9%

Most occurring characters

Value	Count	Frequency (%)
c	33891	12.9%
	32971	12.6%
e	32964	12.6%
o	30981	11.8%
r	29148	11.1%
p	17937	6.8%
n	15947	6.1%
t	15947	6.1%
g	15034	5.7%
a	15034	5.7%
Other values (5)	22509	8.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	229392	87.4%
Space Separator	32971	12.6%

Most frequent character per category

Value	Count	Frequency (%)
c	33891	14.8%
e	32964	14.4%
o	30981	13.5%
r	29148	12.7%
p	17937	7.8%
n	15947	7.0%
t	15947	7.0%
g	15034	6.6%
a	15034	6.6%
u	15034	6.6%
Other values (4)	7475	3.3%

Value	Count	Frequency (%)
	32971	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	229392	87.4%
Common	32971	12.6%

Most frequent character per script

Value	Count	Frequency (%)
c	33891	14.8%
e	32964	14.4%
o	30981	13.5%
r	29148	12.7%
p	17937	7.8%
n	15947	7.0%
t	15947	7.0%
g	15034	6.6%
a	15034	6.6%
u	15034	6.6%
Other values (4)	7475	3.3%

Value	Count	Frequency (%)
	32971	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	262363	100.0%

Most frequent character per block

Value	Count	Frequency (%)
c	33891	12.9%
	32971	12.6%
e	32964	12.6%
o	30981	11.8%
r	29148	11.1%
p	17937	6.8%
n	15947	6.1%
t	15947	6.1%
g	15034	5.7%
a	15034	5.7%
Other values (5)	22509	8.6%

HOUSETYPE_MODE
Categorical

MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	23619
Missing (%)	48.5%
Memory size	2.4 MiB

block of flats	24659
specific housing	262
terraced house	204

Characters and Unicode

Total characters	352274
Distinct characters	19
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	block of flats
2nd row	block of flats
3rd row	block of flats
4th row	block of flats
5th row	block of flats

Value	Count	Frequency (%)
block of flats	24659	50.6%
specific housing	262	0.5%
terraced house	204	0.4%
(Missing)	23619	48.5%

Value	Count	Frequency (%)
of	24659	32.9%
flats	24659	32.9%
block	24659	32.9%
specific	262	0.3%
housing	262	0.3%
house	204	0.3%
terraced	204	0.3%

Most occurring characters

Value	Count	Frequency (%)
o	49784	14.1%
	49784	14.1%
f	49580	14.1%
l	49318	14.0%
c	25387	7.2%
s	25387	7.2%
a	24863	7.1%
t	24863	7.1%
b	24659	7.0%
k	24659	7.0%
Other values (9)	3990	1.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	302490	85.9%
Space Separator	49784	14.1%

Most frequent character per category

Value	Count	Frequency (%)
o	49784	16.5%
f	49580	16.4%
l	49318	16.3%
c	25387	8.4%
s	25387	8.4%
a	24863	8.2%
t	24863	8.2%
b	24659	8.2%
k	24659	8.2%
e	874	0.3%
Other values (8)	3116	1.0%

Value	Count	Frequency (%)
	49784	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	302490	85.9%
Common	49784	14.1%

Most frequent character per script

Value	Count	Frequency (%)
o	49784	16.5%
f	49580	16.4%
l	49318	16.3%
c	25387	8.4%
s	25387	8.4%
a	24863	8.2%
t	24863	8.2%
b	24659	8.2%
k	24659	8.2%
e	874	0.3%
Other values (8)	3116	1.0%

Value	Count	Frequency (%)
	49784	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	352274	100.0%

Most frequent character per block

Value	Count	Frequency (%)
o	49784	14.1%
	49784	14.1%
f	49580	14.1%
l	49318	14.0%
c	25387	7.2%
s	25387	7.2%
a	24863	7.1%
t	24863	7.1%
b	24659	7.0%
k	24659	7.0%
Other values (9)	3990	1.1%

TOTALAREA_MODE
Real number (ℝ_≥0)

MISSING

Distinct	3820
Distinct (%)	14.6%
Missing	22624
Missing (%)	46.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.1071285337

Minimum	0
Maximum	1
Zeros	73
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0075
Q1	0.0432
median	0.0707
Q3	0.1357
95-th percentile	0.3203
Maximum	1
Range	1
Interquartile range (IQR)	0.0925

Descriptive statistics

Standard deviation	0.1114199118
Coefficient of variation (CV)	1.040058218
Kurtosis	11.86559053
Mean	0.1071285337
Median Absolute Deviation (MAD)	0.0381
Skewness	2.785491941
Sum	2798.1973
Variance	0.01241439675
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	73	0.1%
0.0688	49	0.1%
0.0551	43	0.1%
0.0538	41	0.1%
0.0541	40	0.1%
0.05	39	0.1%
0.057	38	0.1%
0.06	38	0.1%
0.0548	38	0.1%
0.0523	38	0.1%
Other values (3810)	25683	52.7%
(Missing)	22624	46.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	73	0.1%
0.0001	3	< 0.1%
0.0003	6	< 0.1%
0.0005	3	< 0.1%
0.0006	8	< 0.1%
0.0007	3	< 0.1%
0.0008	10	< 0.1%
0.0009	8	< 0.1%
0.001	12	< 0.1%
0.0011	10	< 0.1%

Value	Count	Frequency (%)
1	31	0.1%
0.9973	1	< 0.1%
0.979	1	< 0.1%
0.9746	1	< 0.1%
0.971	1	< 0.1%
0.956	1	< 0.1%
0.9484	1	< 0.1%
0.9468	1	< 0.1%
0.9386	2	< 0.1%
0.9127	1	< 0.1%

WALLSMATERIAL_MODE
Categorical

MISSING

Distinct	7
Distinct (%)	< 0.1%
Missing	23893
Missing (%)	49.0%
Memory size	2.3 MiB

Panel	11269
Stone, brick	10434
Block	1428
Wooden	794
Mixed	353
Other values (2)	573

Characters and Unicode

Total characters	199816
Distinct characters	23
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Stone, brick
2nd row	Panel
3rd row	Block
4th row	Stone, brick
5th row	Stone, brick

Value	Count	Frequency (%)
Panel	11269	23.1%
Stone, brick	10434	21.4%
Block	1428	2.9%
Wooden	794	1.6%
Mixed	353	0.7%
Monolithic	289	0.6%
Others	284	0.6%
(Missing)	23893	49.0%

Value	Count	Frequency (%)
panel	11269	31.9%
brick	10434	29.6%
stone	10434	29.6%
block	1428	4.0%
wooden	794	2.3%
mixed	353	1.0%
monolithic	289	0.8%
others	284	0.8%

Most occurring characters

Value	Count	Frequency (%)
e	23134	11.6%
n	22786	11.4%
o	14028	7.0%
l	12986	6.5%
c	12151	6.1%
k	11862	5.9%
i	11365	5.7%
P	11269	5.6%
a	11269	5.6%
t	11007	5.5%
Other values (13)	57959	29.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	154097	77.1%
Uppercase Letter	24851	12.4%
Other Punctuation	10434	5.2%
Space Separator	10434	5.2%

Most frequent character per category

Value	Count	Frequency (%)
e	23134	15.0%
n	22786	14.8%
o	14028	9.1%
l	12986	8.4%
c	12151	7.9%
k	11862	7.7%
i	11365	7.4%
a	11269	7.3%
t	11007	7.1%
r	10718	7.0%
Other values (5)	12791	8.3%

Value	Count	Frequency (%)
P	11269	45.3%
S	10434	42.0%
B	1428	5.7%
W	794	3.2%
M	642	2.6%
O	284	1.1%

Value	Count	Frequency (%)
,	10434	100.0%

Value	Count	Frequency (%)
	10434	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	178948	89.6%
Common	20868	10.4%

Most frequent character per script

Value	Count	Frequency (%)
e	23134	12.9%
n	22786	12.7%
o	14028	7.8%
l	12986	7.3%
c	12151	6.8%
k	11862	6.6%
i	11365	6.4%
P	11269	6.3%
a	11269	6.3%
t	11007	6.2%
Other values (11)	37091	20.7%

Value	Count	Frequency (%)
,	10434	50.0%
	10434	50.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	199816	100.0%

Most frequent character per block

Value	Count	Frequency (%)
e	23134	11.6%
n	22786	11.4%
o	14028	7.0%
l	12986	6.5%
c	12151	6.1%
k	11862	5.9%
i	11365	5.7%
P	11269	5.6%
a	11269	5.6%
t	11007	5.5%
Other values (13)	57959	29.0%

EMERGENCYSTATE_MODE
Categorical

MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	22209
Missing (%)	45.6%
Memory size	2.2 MiB

No	26179
Yes	356

Characters and Unicode

Total characters	53426
Distinct characters	5
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	No
2nd row	No
3rd row	No
4th row	No
5th row	No

Value	Count	Frequency (%)
No	26179	53.7%
Yes	356	0.7%
(Missing)	22209	45.6%

Value	Count	Frequency (%)
no	26179	98.7%
yes	356	1.3%

Most occurring characters

Value	Count	Frequency (%)
N	26179	49.0%
o	26179	49.0%
Y	356	0.7%
e	356	0.7%
s	356	0.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	26891	50.3%
Uppercase Letter	26535	49.7%

Most frequent character per category

Value	Count	Frequency (%)
o	26179	97.4%
e	356	1.3%
s	356	1.3%

Value	Count	Frequency (%)
N	26179	98.7%
Y	356	1.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	53426	100.0%

Most frequent character per script

Value	Count	Frequency (%)
N	26179	49.0%
o	26179	49.0%
Y	356	0.7%
e	356	0.7%
s	356	0.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	53426	100.0%

Most frequent character per block

Value	Count	Frequency (%)
N	26179	49.0%
o	26179	49.0%
Y	356	0.7%
e	356	0.7%
s	356	0.7%

OBS_30_CNT_SOCIAL_CIRCLE
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	28
Distinct (%)	0.1%
Missing	29
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	1.447644463

Minimum	0
Maximum	354
Zeros	26025
Zeros (%)	53.4%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	6
Maximum	354
Range	354
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	3.608053291
Coefficient of variation (CV)	2.492361477
Kurtosis	5550.42967
Mean	1.447644463
Median Absolute Deviation (MAD)	0
Skewness	57.63848859
Sum	70522
Variance	13.01804855
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=28)

Value	Count	Frequency (%)
0	26025	53.4%
1	7765	15.9%
2	4751	9.7%
3	3269	6.7%
4	2202	4.5%
5	1467	3.0%
6	1034	2.1%
7	695	1.4%
8	486	1.0%
9	344	0.7%
Other values (18)	677	1.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	26025	53.4%
1	7765	15.9%
2	4751	9.7%
3	3269	6.7%
4	2202	4.5%
5	1467	3.0%
6	1034	2.1%
7	695	1.4%
8	486	1.0%
9	344	0.7%

Value	Count	Frequency (%)
354	1	< 0.1%
353	1	< 0.1%
352	1	< 0.1%
29	1	< 0.1%
23	3	< 0.1%
22	1	< 0.1%
21	2	< 0.1%
20	9	< 0.1%
19	8	< 0.1%
18	10	< 0.1%

DEF_30_CNT_SOCIAL_CIRCLE
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	8
Distinct (%)	< 0.1%
Missing	29
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.1436518526

Minimum	0
Maximum	34
Zeros	43195
Zeros (%)	88.6%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	34
Range	34
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.5144127979
Coefficient of variation (CV)	3.58096877
Kurtosis	1164.902315
Mean	0.1436518526
Median Absolute Deviation (MAD)	0
Skewness	20.00311186
Sum	6998
Variance	0.2646205267
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	43195	88.6%
1	4443	9.1%
2	834	1.7%
3	189	0.4%
4	40	0.1%
5	8	< 0.1%
34	3	< 0.1%
6	3	< 0.1%
(Missing)	29	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	43195	88.6%
1	4443	9.1%
2	834	1.7%
3	189	0.4%
4	40	0.1%
5	8	< 0.1%
6	3	< 0.1%
34	3	< 0.1%

Value	Count	Frequency (%)
34	3	< 0.1%
6	3	< 0.1%
5	8	< 0.1%
4	40	0.1%
3	189	0.4%
2	834	1.7%
1	4443	9.1%
0	43195	88.6%

OBS_60_CNT_SOCIAL_CIRCLE
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	27
Distinct (%)	0.1%
Missing	29
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	1.435738479

Minimum	0
Maximum	351
Zeros	26140
Zeros (%)	53.6%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	6
Maximum	351
Range	351
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	3.580124627
Coefficient of variation (CV)	2.493577124
Kurtosis	5512.41153
Mean	1.435738479
Median Absolute Deviation (MAD)	0
Skewness	57.35158046
Sum	69942
Variance	12.81729235
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=27)

Value	Count	Frequency (%)
0	26140	53.6%
1	7741	15.9%
2	4735	9.7%
3	3262	6.7%
4	2199	4.5%
5	1441	3.0%
6	1030	2.1%
7	677	1.4%
8	490	1.0%
9	334	0.7%
Other values (17)	666	1.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	26140	53.6%
1	7741	15.9%
2	4735	9.7%
3	3262	6.7%
4	2199	4.5%
5	1441	3.0%
6	1030	2.1%
7	677	1.4%
8	490	1.0%
9	334	0.7%

Value	Count	Frequency (%)
351	1	< 0.1%
349	2	< 0.1%
29	1	< 0.1%
23	3	< 0.1%
22	1	< 0.1%
21	2	< 0.1%
20	8	< 0.1%
19	6	< 0.1%
18	12	< 0.1%
17	16	< 0.1%

DEF_60_CNT_SOCIAL_CIRCLE
Real number (ℝ_≥0)

ZEROS

Distinct	7
Distinct (%)	< 0.1%
Missing	29
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.1011392795

Minimum	0
Maximum	24
Zeros	44614
Zeros (%)	91.5%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	24
Range	24
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.4037911741
Coefficient of variation (CV)	3.992426841
Kurtosis	769.6348896
Mean	0.1011392795
Median Absolute Deviation (MAD)	0
Skewness	15.79974332
Sum	4927
Variance	0.1630473123
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	44614	91.5%
1	3484	7.1%
2	496	1.0%
3	97	0.2%
4	17	< 0.1%
5	4	< 0.1%
24	3	< 0.1%
(Missing)	29	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	44614	91.5%
1	3484	7.1%
2	496	1.0%
3	97	0.2%
4	17	< 0.1%
5	4	< 0.1%
24	3	< 0.1%

Value	Count	Frequency (%)
24	3	< 0.1%
5	4	< 0.1%
4	17	< 0.1%
3	97	0.2%
2	496	1.0%
1	3484	7.1%
0	44614	91.5%

DAYS_LAST_PHONE_CHANGE
Real number (ℝ)

ZEROS

Distinct	3579
Distinct (%)	7.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-1077.766228

Minimum	-4361
Maximum	0
Zeros	5801
Zeros (%)	11.9%
Negative	42943
Negative (%)	88.1%
Memory size	380.9 KiB

Quantile statistics

Minimum	-4361
5-th percentile	-2729.85
Q1	-1766.25
median	-863
Q3	-363
95-th percentile	0
Maximum	0
Range	4361
Interquartile range (IQR)	1403.25

Descriptive statistics

Standard deviation	878.9207401
Coefficient of variation (CV)	-0.8155022096
Kurtosis	-0.3954197307
Mean	-1077.766228
Median Absolute Deviation (MAD)	638
Skewness	-0.6738242469
Sum	-52534637
Variance	772501.6673
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	5801	11.9%
-1	174	0.4%
-2	71	0.1%
-3	45	0.1%
-1799	44	0.1%
-4	43	0.1%
-565	42	0.1%
-1783	42	0.1%
-608	41	0.1%
-1776	41	0.1%
Other values (3569)	42400	87.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-4361	1	< 0.1%
-4285	1	< 0.1%
-4257	1	< 0.1%
-4250	1	< 0.1%
-4187	1	< 0.1%
-4178	1	< 0.1%
-4164	1	< 0.1%
-4151	1	< 0.1%
-4103	1	< 0.1%
-4088	1	< 0.1%

Value	Count	Frequency (%)
0	5801	11.9%
-1	174	0.4%
-2	71	0.1%
-3	45	0.1%
-4	43	0.1%
-5	35	0.1%
-6	14	< 0.1%
-7	27	0.1%
-8	20	< 0.1%
-9	17	< 0.1%

FLAG_DOCUMENT_2
Real number (ℝ_≥0)

CONSTANT
REJECTED
ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	48744
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	48744	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	48744	100.0%

Value	Count	Frequency (%)
0	48744	100.0%

FLAG_DOCUMENT_3
Real number (ℝ_≥0)

ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.7866198917

Minimum	0
Maximum	1
Zeros	10401
Zeros (%)	21.3%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.4096980367
Coefficient of variation (CV)	0.5208335576
Kurtosis	-0.04214674946
Mean	0.7866198917
Median Absolute Deviation (MAD)	0
Skewness	-1.399233712
Sum	38343
Variance	0.1678524812
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
1	38343	78.7%
0	10401	21.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	10401	21.3%
1	38343	78.7%

Value	Count	Frequency (%)
1	38343	78.7%
0	10401	21.3%

FLAG_DOCUMENT_4
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0001025767274

Minimum	0
Maximum	1
Zeros	48739
Zeros (%)	> 99.9%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.01012760138
Coefficient of variation (CV)	98.73196029
Kurtosis	9744.799787
Mean	0.0001025767274
Median Absolute Deviation (MAD)	0
Skewness	98.72385705
Sum	5
Variance	0.0001025683096
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	48739	> 99.9%
1	5	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	48739	> 99.9%
1	5	< 0.1%

Value	Count	Frequency (%)
1	5	< 0.1%
0	48739	> 99.9%

FLAG_DOCUMENT_5
Real number (ℝ_≥0)

ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0147505334

Minimum	0
Maximum	1
Zeros	48025
Zeros (%)	98.5%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1205539436
Coefficient of variation (CV)	8.172853167
Kurtosis	62.81569626
Mean	0.0147505334
Median Absolute Deviation (MAD)	0
Skewness	8.050659531
Sum	719
Variance	0.01453325332
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	48025	98.5%
1	719	1.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	48025	98.5%
1	719	1.5%

Value	Count	Frequency (%)
1	719	1.5%
0	48025	98.5%

FLAG_DOCUMENT_6
Real number (ℝ_≥0)

ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.08747743312

Minimum	0
Maximum	1
Zeros	44480
Zeros (%)	91.3%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2825363153
Coefficient of variation (CV)	3.229819455
Kurtosis	6.528175718
Mean	0.08747743312
Median Absolute Deviation (MAD)	0
Skewness	2.920258185
Sum	4264
Variance	0.07982676949
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	44480	91.3%
1	4264	8.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	44480	91.3%
1	4264	8.7%

Value	Count	Frequency (%)
1	4264	8.7%
0	44480	91.3%

FLAG_DOCUMENT_7
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.103069096 × 10^-5

Minimum	0
Maximum	1
Zeros	48742
Zeros (%)	> 99.9%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.006405454643
Coefficient of variation (CV)	156.1137406
Kurtosis	24369.49984
Mean	4.103069096 × 10^-5
Median Absolute Deviation (MAD)	0
Skewness	156.1105376
Sum	2
Variance	4.102984918 × 10^-5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	48742	> 99.9%
1	2	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	48742	> 99.9%
1	2	< 0.1%

Value	Count	Frequency (%)
1	2	< 0.1%
0	48742	> 99.9%

FLAG_DOCUMENT_8
Real number (ℝ_≥0)

ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0884621697

Minimum	0
Maximum	1
Zeros	44432
Zeros (%)	91.2%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.283968781
Coefficient of variation (CV)	3.210058965
Kurtosis	6.402094111
Mean	0.0884621697
Median Absolute Deviation (MAD)	0
Skewness	2.898591284
Sum	4312
Variance	0.08063826856
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	44432	91.2%
1	4312	8.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	44432	91.2%
1	4312	8.8%

Value	Count	Frequency (%)
1	4312	8.8%
0	44432	91.2%

FLAG_DOCUMENT_9
Real number (ℝ_≥0)

ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.00449286066

Minimum	0
Maximum	1
Zeros	48525
Zeros (%)	99.6%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.06687874568
Coefficient of variation (CV)	14.88555972
Kurtosis	217.602299
Mean	0.00449286066
Median Absolute Deviation (MAD)	0
Skewness	14.81868316
Sum	219
Variance	0.004472766623
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	48525	99.6%
1	219	0.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	48525	99.6%
1	219	0.4%

Value	Count	Frequency (%)
1	219	0.4%
0	48525	99.6%

FLAG_DOCUMENT_10
Real number (ℝ_≥0)

CONSTANT
REJECTED
ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	48744
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	48744	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	48744	100.0%

Value	Count	Frequency (%)
0	48744	100.0%

FLAG_DOCUMENT_11
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.001169374692

Minimum	0
Maximum	1
Zeros	48687
Zeros (%)	99.9%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0341764717
Coefficient of variation (CV)	29.22627959
Kurtosis	850.2464016
Mean	0.001169374692
Median Absolute Deviation (MAD)	0
Skewness	29.19266201
Sum	57
Variance	0.001168031218
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	48687	99.9%
1	57	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	48687	99.9%
1	57	0.1%

Value	Count	Frequency (%)
1	57	0.1%
0	48687	99.9%

FLAG_DOCUMENT_12
Real number (ℝ_≥0)

CONSTANT
REJECTED
ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	48744
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	48744	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	48744	100.0%

Value	Count	Frequency (%)
0	48744	100.0%

FLAG_DOCUMENT_13
Real number (ℝ_≥0)

CONSTANT
REJECTED
ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	48744
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	48744	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	48744	100.0%

Value	Count	Frequency (%)
0	48744	100.0%

FLAG_DOCUMENT_14
Real number (ℝ_≥0)

CONSTANT
REJECTED
ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	48744
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	48744	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	48744	100.0%

Value	Count	Frequency (%)
0	48744	100.0%

FLAG_DOCUMENT_15
Real number (ℝ_≥0)

CONSTANT
REJECTED
ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	48744
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	48744	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	48744	100.0%

Value	Count	Frequency (%)
0	48744	100.0%

FLAG_DOCUMENT_16
Real number (ℝ_≥0)

CONSTANT
REJECTED
ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	48744
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	48744	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	48744	100.0%

Value	Count	Frequency (%)
0	48744	100.0%

FLAG_DOCUMENT_17
Real number (ℝ_≥0)

CONSTANT
REJECTED
ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	48744
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	48744	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	48744	100.0%

Value	Count	Frequency (%)
0	48744	100.0%

FLAG_DOCUMENT_18
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.001559166256

Minimum	0
Maximum	1
Zeros	48668
Zeros (%)	99.8%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.03945588923
Coefficient of variation (CV)	25.30576137
Kurtosis	636.4353873
Mean	0.001559166256
Median Absolute Deviation (MAD)	0
Skewness	25.26676224
Sum	76
Variance	0.001556767195
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	48668	99.8%
1	76	0.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	48668	99.8%
1	76	0.2%

Value	Count	Frequency (%)
1	76	0.2%
0	48668	99.8%

FLAG_DOCUMENT_19
Real number (ℝ_≥0)

CONSTANT
REJECTED
ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	48744
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	48744	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	48744	100.0%

Value	Count	Frequency (%)
0	48744	100.0%

FLAG_DOCUMENT_20
Real number (ℝ_≥0)

CONSTANT
REJECTED
ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	48744
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	48744	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	48744	100.0%

Value	Count	Frequency (%)
0	48744	100.0%

FLAG_DOCUMENT_21
Real number (ℝ_≥0)

CONSTANT
REJECTED
ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	48744
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	48744	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	48744	100.0%

Value	Count	Frequency (%)
0	48744	100.0%

AMT_REQ_CREDIT_BUREAU_HOUR
Real number (ℝ_≥0)

MISSING
SKEWED
ZEROS

Distinct	3
Distinct (%)	< 0.1%
Missing	6049
Missing (%)	12.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.002107975173

Minimum	0
Maximum	2
Zeros	42606
Zeros (%)	87.4%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	2
Range	2
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.04637268456
Coefficient of variation (CV)	21.9986863
Kurtosis	519.7514504
Mean	0.002107975173
Median Absolute Deviation (MAD)	0
Skewness	22.41308502
Sum	90
Variance	0.002150425873
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
0	42606	87.4%
1	88	0.2%
2	1	< 0.1%
(Missing)	6049	12.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	42606	87.4%
1	88	0.2%
2	1	< 0.1%

Value	Count	Frequency (%)
2	1	< 0.1%
1	88	0.2%
0	42606	87.4%

AMT_REQ_CREDIT_BUREAU_DAY
Real number (ℝ_≥0)

MISSING
SKEWED
ZEROS

Distinct	3
Distinct (%)	< 0.1%
Missing	6049
Missing (%)	12.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.00180348987

Minimum	0
Maximum	2
Zeros	42625
Zeros (%)	87.4%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	2
Range	2
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0461323573
Coefficient of variation (CV)	25.57949344
Kurtosis	897.69614
Mean	0.00180348987
Median Absolute Deviation (MAD)	0
Skewness	28.27383828
Sum	77
Variance	0.00212819439
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
0	42625	87.4%
1	63	0.1%
2	7	< 0.1%
(Missing)	6049	12.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	42625	87.4%
1	63	0.1%
2	7	< 0.1%

Value	Count	Frequency (%)
2	7	< 0.1%
1	63	0.1%
0	42625	87.4%

AMT_REQ_CREDIT_BUREAU_WEEK
Real number (ℝ_≥0)

MISSING
SKEWED
ZEROS

Distinct	3
Distinct (%)	< 0.1%
Missing	6049
Missing (%)	12.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.002787211617

Minimum	0
Maximum	2
Zeros	42579
Zeros (%)	87.4%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	2
Range	2
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.05403742351
Coefficient of variation (CV)	19.38762855
Kurtosis	435.144522
Mean	0.002787211617
Median Absolute Deviation (MAD)	0
Skewness	20.18227107
Sum	119
Variance	0.00292004314
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
0	42579	87.4%
1	113	0.2%
2	3	< 0.1%
(Missing)	6049	12.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	42579	87.4%
1	113	0.2%
2	3	< 0.1%

Value	Count	Frequency (%)
2	3	< 0.1%
1	113	0.2%
0	42579	87.4%

AMT_REQ_CREDIT_BUREAU_MON
Real number (ℝ_≥0)

MISSING
ZEROS

Distinct	7
Distinct (%)	< 0.1%
Missing	6049
Missing (%)	12.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.009298512706

Minimum	0
Maximum	6
Zeros	42341
Zeros (%)	86.9%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	6
Range	6
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1109235569
Coefficient of variation (CV)	11.92917194
Kurtosis	485.2466603
Mean	0.009298512706
Median Absolute Deviation (MAD)	0
Skewness	17.27089128
Sum	397
Variance	0.01230403547
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	42341	86.9%
1	324	0.7%
2	23	< 0.1%
3	4	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
(Missing)	6049	12.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	42341	86.9%
1	324	0.7%
2	23	< 0.1%
3	4	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%

Value	Count	Frequency (%)
6	1	< 0.1%
5	1	< 0.1%
4	1	< 0.1%
3	4	< 0.1%
2	23	< 0.1%
1	324	0.7%
0	42341	86.9%

AMT_REQ_CREDIT_BUREAU_QRT
Real number (ℝ_≥0)

MISSING
ZEROS

Distinct	8
Distinct (%)	< 0.1%
Missing	6049
Missing (%)	12.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.5469024476

Minimum	0
Maximum	7
Zeros	23559
Zeros (%)	48.3%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	2
Maximum	7
Range	7
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.6933054229
Coefficient of variation (CV)	1.267694862
Kurtosis	1.978410311
Mean	0.5469024476
Median Absolute Deviation (MAD)	0
Skewness	1.254611784
Sum	23350
Variance	0.4806724094
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	23559	48.3%
1	15573	31.9%
2	2998	6.2%
3	495	1.0%
4	57	0.1%
5	11	< 0.1%
7	1	< 0.1%
6	1	< 0.1%
(Missing)	6049	12.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	23559	48.3%
1	15573	31.9%
2	2998	6.2%
3	495	1.0%
4	57	0.1%
5	11	< 0.1%
6	1	< 0.1%
7	1	< 0.1%

Value	Count	Frequency (%)
7	1	< 0.1%
6	1	< 0.1%
5	11	< 0.1%
4	57	0.1%
3	495	1.0%
2	2998	6.2%
1	15573	31.9%
0	23559	48.3%

AMT_REQ_CREDIT_BUREAU_YEAR
Real number (ℝ_≥0)

MISSING
ZEROS

Distinct	16
Distinct (%)	< 0.1%
Missing	6049
Missing (%)	12.4%
Infinite	0
Infinite (%)	0.0%
Mean	1.983768591

Minimum	0
Maximum	17
Zeros	10839
Zeros (%)	22.2%
Negative	0
Negative (%)	0.0%
Memory size	380.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	3
95-th percentile	6
Maximum	17
Range	17
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.838872735
Coefficient of variation (CV)	0.9269592952
Kurtosis	1.225120222
Mean	1.983768591
Median Absolute Deviation (MAD)	1
Skewness	1.065424075
Sum	84697
Variance	3.381452936
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
0	10839	22.2%
1	9211	18.9%
2	8489	17.4%
3	6194	12.7%
4	3745	7.7%
5	2076	4.3%
6	1127	2.3%
7	553	1.1%
8	297	0.6%
9	122	0.3%
Other values (6)	42	0.1%
(Missing)	6049	12.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	10839	22.2%
1	9211	18.9%
2	8489	17.4%
3	6194	12.7%
4	3745	7.7%
5	2076	4.3%
6	1127	2.3%
7	553	1.1%
8	297	0.6%
9	122	0.3%

Value	Count	Frequency (%)
17	1	< 0.1%
14	1	< 0.1%
13	2	< 0.1%
12	5	< 0.1%
11	12	< 0.1%
10	21	< 0.1%
9	122	0.3%
8	297	0.6%
7	553	1.1%
6	1127	2.3%

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters